Data + AI NYC 2024: AI After-Thoughts

<!DOCTYPE html> <html lang="en" class="cls-fix-enabled"> <head> <meta name="pageKey" content="d_flagship2_pulse_read"> <meta name="robots" content="max-image-preview:large, noarchive"> <meta name="bingbot" content="nocache">  <meta name="locale" content="en_US"> <meta id="config" data-app-version="0.0.4259" data-call-tree-id="AAYn4Gq62T7WRFa1G1I6Cg==" data-multiproduct-name="article-ssr-frontend" data-service-name="article-ssr-frontend" data-browser-id="2324d755-aa86-40cc-81a7-571b6f51ac12" data-enable-page-view-heartbeat-tracking data-page-instance="urn:li:page:d_flagship2_pulse_read;fDiNj45cSA2fBTY3clsYjg==" data-theme="light" data-disable-jsbeacon-pagekey-suffix="false" data-member-id="0" data-logout-url="https://www.linkedin.com/uas/logout?session_full_logout=true&csrfToken=ajax%3A0208455569826744179" data-should-use-full-url-in-pve-path="true" data-dna-member-lix-treatment="control" data-human-member-lix-treatment="control" data-dfp-member-lix-treatment="control" data-sync-apfc-headers-lix-treatment="control" data-sync-apfc-cb-lix-treatment="control"> <link rel="canonical" href="https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse">     <link rel="manifest" href="/homepage-guest/manifest.json" crossorigin="use-credentials"> <link rel="icon" href="https://static.licdn.com/aero-v1/sc/h/al2o9zrvru7aqj8e1x2rzsrca"> <script> function getDfd() {let yFn,nFn;const p=new Promise(function(y, n){yFn=y;nFn=n;});p.resolve=yFn;p.reject=nFn;return p;} window.lazyloader = getDfd(); window.tracking = getDfd(); window.impressionTracking = getDfd(); window.ingraphTracking = getDfd(); window.appDetection = getDfd(); window.pemTracking = getDfd(); </script>  <title>Data + AI NYC 2024: AI After-Thoughts</title> <link rel="stylesheet" href="https://static.licdn.com/aero-v1/sc/h/atgs5z8rxu9ezx7v7gf99915f"> <meta name="description" content="Intro Vendors love to shout “AI!”, meanwhile, about 85% of AI projects fail. That’s a statistic provided by Databricks at the Data + AI World Tour NYC keynote presentation."> <meta property="og:title" content="Data + AI NYC 2024: AI After-Thoughts"> <meta property="og:description" content="Intro Vendors love to shout “AI!”, meanwhile, about 85% of AI projects fail. That’s a statistic provided by Databricks at the Data + AI World Tour NYC keynote presentation."> <meta property="og:image" content="https://media.licdn.com/dms/image/v2/D4E12AQGE1Rba5CBvWA/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1726891526615?e=2147483647&v=beta&t=-cfSpsw45l3KYsU-R_oukkWG2TdckukB7p0ETHKO10w"> <meta property="og:type" content="article"> <meta property="og:url" content="https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse"> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:site" content="@LinkedInEditors"> <meta name="twitter:title" content="Data + AI NYC 2024: AI After-Thoughts"> <meta name="twitter:description" content="Intro Vendors love to shout “AI!”, meanwhile, about 85% of AI projects fail. That’s a statistic provided by Databricks at the Data + AI World Tour NYC keynote presentation."> <meta name="twitter:image" content="https://media.licdn.com/dms/image/v2/D4E12AQGE1Rba5CBvWA/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1726891526615?e=2147483647&v=beta&t=-cfSpsw45l3KYsU-R_oukkWG2TdckukB7p0ETHKO10w"> <meta name="appId"> <meta name="twitter:label1" content="Written by"> <meta name="twitter:data1" content="Josue A. Bogran"> <meta name="twitter:label2" content="Reading time"> <meta name="twitter:data2" content="3 min read"> <meta name="clientSideIngraphs" content="1" data-gauge-metric-endpoint="/pulse/api/ingraphs/gauge" data-counter-metric-endpoint="/pulse/api/ingraphs/counter"> <script type="application/ld+json"> {"@context":"http://schema.org","@type":"Article","headline":"Intro Vendors love to shout “AI!”, meanwhile, about 85% of AI projects fail. That’s a statistic provided by Databricks at the Data + AI World Tour NYC keynote presentation.","url":"https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse","publisher":null,"name":"Data + AI NYC 2024: AI After-Thoughts","commentCount":3,"interactionStatistic":[{"interactionType":"http://schema.org/LikeAction","userInteractionCount":36,"@type":"InteractionCounter"},{"interactionType":"http://schema.org/CommentAction","userInteractionCount":3,"@type":"InteractionCounter"}],"datePublished":"2024-09-21T04:36:07.000+00:00","mainEntityOfPage":"https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse","isAccessibleForFree":true,"image":{"url":"https://media.licdn.com/dms/image/v2/D4E12AQGE1Rba5CBvWA/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1726891526615?e=2147483647&v=beta&t=-cfSpsw45l3KYsU-R_oukkWG2TdckukB7p0ETHKO10w","@type":"ImageObject"},"dateModified":"2024-09-21T04:36:07.000+00:00","author":{"@type":"Person","url":"https://www.linkedin.com/in/josuebogran","name":"Josue A. Bogran","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/FollowAction","name":"Followers","userInteractionCount":18388}}} </script>  </head> <body dir="ltr">  <div class="guest-upsells"> <form class="google-auth base-google-auth" action="https://www.linkedin.com/uas/login-submit" method="post"> <input name="loginCsrfParam" value="2324d755-aa86-40cc-81a7-571b6f51ac12" type="hidden"> <input name="session_redirect" value="https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse" type="hidden"> <input name="trk" value="pulse-article_google-one-tap-submit" type="hidden"> <code id="termsAndConditionsRendered" style="display: none"></code> <div class="google-one-tap__module hidden fixed flex flex-col items-center top-[20px] right-[20px] z-[9999]"> <div class="relative top-2 bg-color-background-container-tint pl-2 pr-1 pt-2 pb-3 w-[375px] rounded-md shadow-2xl"> <p class="text-md font-bold text-color-text"> Agree & Join LinkedIn </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 !text-sm !text-color-text" data-impression-id="pulse-article_one-tap-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> <div data-tracking-control-name="pulse-article_google-one-tap" id="google-one-tap__container"></div> </div> <div class="loader loader--full-screen"> <div class="loader__container mb-2 overflow-hidden"> <icon class="loader__icon inline-block loader__icon--default text-color-progress-loading" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/ddi43qwelxeqjxdd45pe3fvs1" data-svg-class-name="loader__icon-svg--large fill-currentColor h-[60px] min-h-[60px] w-[60px] min-w-[60px]"></icon> </div> </div> </form> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/29rdkxlvag0d3cpj96fiilbju" data-module-id="google-gsi-lib"></script> <code id="isLinkedInAppWebView" style="display: none"></code> <code id="shouldRemoveUndefinedValues" style="display: none"></code> <code id="isItpSupportEnabled" style="display: none"></code> <code id="isFedCMEnabled" style="display: none"></code> <div class="contextual-sign-in-modal base-contextual-sign-in-modal" data-impression-id="pulse-article_contextual-sign-in-modal" data-cool-off-enabled data-show-on-page-load>  <div class>  <div id="base-contextual-sign-in-modal" class="modal modal--contextual-sign-in" data-outlet="base-contextual-sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="base-contextual-sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="pulse-article_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5k9cgtx8rhoyqkcxfoncu1svl" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="base-contextual-sign-in-modal-modal-header"> Sign in to view more content </h2> <p class="contextual-sign-in-modal__subtitle mb-2 mx-12 babybear:mx-0 text-center font-sans text-md text-color-text"> Create your free account or sign in to continue your search </p>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="pulse-article_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary" data-tracking-client-ingraph data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="base-sign-in-modal">  Sign in </button> <div class>  <div id="base-sign-in-modal" class="modal modal--sign-in" data-outlet="base-sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="base-sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="2324d755-aa86-40cc-81a7-571b6f51ac12" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="base-sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="username" id="base-sign-in-modal_session_key" name="session_key" required data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="base-sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="base-sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="current-password" id="base-sign-in-modal_session_password" name="session_password" required data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="base-sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=pulse-article_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="pulse-article_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <code id="isTermsAndConditionsSkipEnabledAuthButton" style="display: none"></code> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="pulse-article_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=pulse-article_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" target="_blank" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=pulse-article_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" target="_blank" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=pulse-article_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" target="_blank" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> <div class="google-auth-button__placeholder google-auth-button__placeholder--black-border" data-theme="outline" data-logo-alignment="center"></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=pulse-article_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="pulse-article_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=pulse-article_contextual-sign-in-modal_join-link" data-tracking-control-name="pulse-article_contextual-sign-in-modal_join-link" data-tracking-will-navigate="true" class="contextual-sign-in-modal__join-link">Join now</a> </p> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2 contextual-sign-in-modal__terms-and-conditions m-auto w-[320px] pt-2 babybear:w-full" data-impression-id="linkedin-tc__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s <a href="/legal/user-agreement?trk=linkedin-tc_auth-button_user-agreement" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_user-agreement" data-tracking-will-navigate="true">User Agreement</a>, <a href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> <div class="cta-modal overflow-hidden container-raised z-10 fixed bottom-3 right-3 min-h-[56px] p-2 babybear:hidden windows-app-upsell windows-app-upsell--msft flex flex-col p-2 w-[359px] !bg-[#F1F8FA] opacity-90 backdrop-blur-[2px] z-1" data-impression-id="pulse-article_windows-app-upsell_cta-modal" role="dialog" aria-labelledby="cta-modal-header" aria-describedby="cta-modal-subheader"> <div class="windows-app-upsell__linkedin-title-container pt-[6px] mb-1.5 flex align-center"> <icon class="windows-app-upsell__linkedin-bug-icon block w-[21px] h-[21px]" data-svg-class-name="windows-app-upsell__linkedin-bug-icon-svg w-[21px] h-[21px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/euqjj7tf5wvr33frd3x1jj9s"></icon> <p class="windows-app-upsell__linkedin-title uppercase text-xs text-color-text-secondary leading-[21px] ml-1"> LinkedIn </p> </div> <p class="windows-app-upsell__title font-sans text-md text-color-text-accent-4-hover font-semibold leading-regular mb-1"> LinkedIn is better on the app </p> <p class="windows-app-upsell__body font-sans text-sm text-color-text-secondary leading-regular"> Don’t have the app? Get it in the Microsoft Store. </p> <a class="windows-app-upsell__cta btn-sm btn-secondary-emphasis mt-2 mb-[6px] w-fit" href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_desktop_upsell" data-tracking-client-ingraph data-tracking-control-name="pulse-article_windows-app-upsell_cta" data-tracking-will-navigate> Open the app </a> <button class="cta-modal__dismiss-btn absolute h-4 w-4 p-1 top-2 right-2 hover:cursor-pointer focus:outline focus:outline-2 focus:outline-color-action" data-tracking-control-name="pulse-article_windows-app-upsell_dismiss" aria-label="Dismiss"> <icon class="cta-modal__dismiss-icon block h-2 w-2 onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/adzjokfylbe8pvjr9h8iv96mw"></icon> </button> </div> </div> <code id="disableOneTapOnInit" style="display: none"></code> <code id="isGuest" style="display: none"></code> <code id="isLite" style="display: none"></code> <code id="isMobile" style="display: none"></code> <code id="articleViewEventData" style="display: none"></code> <code id="articleUrn" style="display: none"></code> <code id="legacyArticleUrn" style="display: none"></code>  <a href="#main-content" class="skip-link btn-md btn-primary absolute z-11 -top-[100vh] focus:top-0"> Skip to main content </a> <header class="header base-detail-page__header px-mobile-container-padding bg-color-background-container global-alert-offset sticky-header"> <nav class="nav pt-1.5 pb-2 flex items-center justify-between relative flex-nowrap babymamabear:py-1.5 nav--minified-mobile babybear:flex-wrap " aria-label="Primary"> <a href="/?trk=article-ssr-frontend-pulse_nav-header-logo" class="nav__logo-link link-no-visited-state z-1 mr-auto min-h-[52px] flex items-center babybear:z-0 hover:no-underline focus:no-underline active:no-underline babymamabear:mr-3" data-tracking-control-name="article-ssr-frontend-pulse_nav-header-logo" data-tracking-will-navigate> <span class="sr-only">LinkedIn</span> <icon class="nav-logo--inbug flex text-color-brand papabear:hidden mamabear:hidden" data-svg-class-name="h-[34px] w-[34px] babybear:h-[26px] babybear:w-[26px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4zqr0f9jf98vi2nkijyc3bex2"></icon> <icon class="block text-color-brand w-[102px] h-[26px] babybear:hidden" data-test-id="nav-logo" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8fkga714vy9b2wk5auqo5reeb"></icon> </a>  <ul class="top-nav-menu flex items-center babybear:w-full babybear:justify-between babybear:pt-1 justify-start w-max pt-0 overflow-x-auto nav__menu babybear:order-last order-3 ml-auto"> <li class> <a href="https://www.linkedin.com/pulse/topics/home/?trk=article-ssr-frontend-pulse_guest_nav_menu_articles" data-tracking-control-name="article-ssr-frontend-pulse_guest_nav_menu_articles" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/6ulnj3n2ijcmhej768y6oj1hr"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Articles </span> </a> </li> <li class> <a href="https://www.linkedin.com/pub/dir/+/+?trk=article-ssr-frontend-pulse_guest_nav_menu_people" data-tracking-control-name="article-ssr-frontend-pulse_guest_nav_menu_people" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7kb6sn3tm4cx918cx9a5jlb0"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> People </span> </a> </li> <li class> <a href="https://www.linkedin.com/learning/search?trk=article-ssr-frontend-pulse_guest_nav_menu_learning" data-tracking-control-name="article-ssr-frontend-pulse_guest_nav_menu_learning" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8wykgzgbqy0t3fnkgborvz54u"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Learning </span> </a> </li> <li class> <a href="https://www.linkedin.com/jobs/search?trk=article-ssr-frontend-pulse_guest_nav_menu_jobs" data-tracking-control-name="article-ssr-frontend-pulse_guest_nav_menu_jobs" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/92eb1xekc34eklevj0io6x4ki"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Jobs </span> </a> </li> <li class> <a href="https://www.linkedin.com/games?trk=article-ssr-frontend-pulse_guest_nav_menu_games" data-tracking-control-name="article-ssr-frontend-pulse_guest_nav_menu_games" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-8 flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/29h8hsjuomfp50lam5ipnc3uh"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Games </span> </a> </li> <li class> <a href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_nav_upsell&trk=article-ssr-frontend-pulse_guest_nav_menu_windows" data-tracking-control-name="article-ssr-frontend-pulse_guest_nav_menu_windows" data-tracking-will-navigate class="top-nav-link flex justify-center items-center min-h-[52px] hover:text-color-text visited:hover:text-color-text hover:no-underline w-[96px] px-1 border-solid border-l-1 border-r-1 babybear:border-r-0 border-color-border-faint flex-col mx-1 babybear:mx-0 text-color-text-secondary visited:text-color-text-secondary"> <icon class="top-nav-link__icon flex h-3 w-3 flex-shrink-0 justify-center " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/admayac2rnonsqhz9v3rzwcyu"> </icon> <span class="top-nav-link__label-text font-sans text-xs leading-regular text-center font-regular"> Get the app </span> </a> </li> </ul> <div class="nav__cta-container order-3 flex gap-x-1 justify-end min-w-[100px] flex-nowrap flex-shrink-0 babybear:flex-wrap flex-2 babymamabear:min-w-[50px] ">  <a class="nav__button-tertiary btn-md btn-tertiary" href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_nav-header-join" data-tracking-control-name="article-ssr-frontend-pulse_nav-header-join" data-test-live-nav-primary-cta data-tracking-will-navigate> Join now </a> <a class="nav__button-secondary btn-secondary-emphasis btn-md" href="https://www.linkedin.com/uas/login?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&fromSignIn=true&trk=article-ssr-frontend-pulse_nav-header-signin" data-tracking-control-name="article-ssr-frontend-pulse_nav-header-signin" data-tracking-will-navigate> Sign in </a> <a aria-label="Sign in" class="nav__link-person papabear:hidden mamabear:hidden" data-tracking-control-name="article-ssr-frontend-pulse_nav-header-signin" data-tracking-will-navigate href="https://www.linkedin.com/uas/login?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&fromSignIn=true&trk=article-ssr-frontend-pulse_nav-header-signin"> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </a> </div>   </nav> </header>   <main class="main papabear:flex papabear:w-content-max-w papabear:mx-auto papabear:pt-desktop-content-top-margin mamabear:pt-desktop-content-top-margin " id="main-content" role="main"> <section class="core-rail mx-auto papabear:w-core-rail-width mamabear:max-w-[790px] babybear:max-w-[790px]"> <div class="details mx-details-container-padding">  <code id="isGuest" style="display: none"></code> <code id="memberUrn" style="display: none"></code> <code id="isNbaRecommendedArticlesDeeplinkEnabled" style="display: none"></code> <code id="isDynamicTextareaEnabled" style="display: none"></code> <article class="article-main relative flex-grow pulse">  <figure class="cover-img">  <div class="cover-img__image-frame relative w-full overflow-hidden pb-[calc((134/782)*100%)]"> <div class="cover-img__image-position absolute top-0 right-0 bottom-0 left-0 "> <img class="cover-img__image relative w-full h-full object-cover" src="https://media.licdn.com/dms/image/v2/D4E12AQGE1Rba5CBvWA/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1726891526615?e=2147483647&v=beta&t=-cfSpsw45l3KYsU-R_oukkWG2TdckukB7p0ETHKO10w" fetchpriority="high" data-embed-id="cover-image" alt="Data + AI NYC 2024: AI After-Thoughts"> </div> </div>  </figure> <header> <section class="core-section-container relative my-3"> <h1 class="pulse-title text-display-md text-color-text lg:text-display-lg font-bold w-11/12">Data + AI NYC 2024: AI After-Thoughts</h1> <div class="ellipsis-menu absolute right-0 top-0"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-pulse_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/671xosfpvk4c0kqtyl87hashi"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=PONCHO_ARTICLE&_f=guest-reporting" data-tracking-control-name="article-ssr-frontend-pulse_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="PONCHO_ARTICLE" data-semaphore-content-urn="urn:li:linkedInArticle:7243101727766249472" data-semaphore-tracking-prefix="article-ssr-frontend-pulse_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this article </a>  </li>  </ul>  </div> </div> <div class="core-section-container__content break-words"> <div class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-main-card flex flex-wrap py-2 pr-2 babybear:pr-0 base-main-card--link publisher-author-card"> <a class="base-card__full-link absolute top-0 right-0 bottom-0 left-0 p-0 z-[2]" href="https://www.linkedin.com/in/josuebogran" data-tracking-control-name="article-ssr-frontend-pulse_publisher-author-card" data-tracking-will-navigate> <span class="sr-only"> Josue A. Bogran </span> </a> <img class="inline-block relative rounded-[50%] w-6 h-6 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Josue A. Bogran"> <div class="base-main-card__info self-center ml-1 flex-1 relative break-words papabear:min-w-0 mamabear:min-w-0 babybear:w-full ">  <h3 class="base-main-card__title font-sans text-[18px] font-bold text-color-text overflow-hidden "> Josue A. Bogran </h3> <h4 class="base-main-card__subtitle body-text text-color-text overflow-hidden "> Architect @ Kythera Labs | Advisor to SunnyData, Lumel, and Sigma | Databricks Product Advisory Board Member & Databricks MVP </h4>  <div class="body-text text-color-text-low-emphasis base-main-card__metadata"> Published Sep 21, 2024 </div>  </div> <div class="base-main-card__ctas z-[3] self-center ml-3 babybear:ml-1 babybear:self-start"> <a class="base-main-card__cta btn-sm btn-secondary" href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_publisher-author-card" data-tracking-control-name="article-ssr-frontend-pulse_publisher-author-card" data-tracking-will-navigate> + Follow </a> </div> </div> </div> </section> </header> <div data-test-id="article-content-blocks">  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Intro</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Vendors love to shout “AI!”, meanwhile, about 85% of AI projects fail. That’s a statistic provided by </span><span class>  <a href="https://www.linkedin.com/company/databricks?trk=article-ssr-frontend-pulse_little-mention" target="_blank" data-tracking-control-name="article-ssr-frontend-pulse_little-mention" data-tracking-will-navigate data-test-link>Databricks</a>  </span><span class> at the Data + AI World Tour NYC keynote presentation. I believe it is an accurate number, if perhaps, too optimistic.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>From a technology standpoint, Databricks provides the necessary tools to have more projects be part of that 15% that are successful:</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-Easy access to multiple LLMs, and even AI functions easily available within SQL.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-A host of traditional of ML capabilities that are well known in the industry.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-The new AI Gateway for controlling ML/AI across your organization alongside the Unity Catalog to govern your data.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>The technical tools are great for individuals and companies experienced with running successful ML/AI projects. However, when it comes to ML/AI for companies with limited ML/AI experience, Databricks falls short, alongside just about every other vendor out there, in addressing the 85% of failed AI projects.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Powerful Tools Without Instructions</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>The messaging is all about “AI” in a very generic way, but there is very limited turn-key, vertical/industry specific material so that a business really understands the impact AI can have on its business and how to get there quickly. The first is how you get the attention of decision makers, the latter is how you get the buy-in from developers to be able to live up to the expectations of what was sold to the executives, and help make sure results are delivered fast.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>There is so much that can be said here, but I will keep it brief. I spoke with 4+ “Heads of {fill_in_the_blank}” at the conference regarding AI. All of those conversations centered around how every data platform vendor, including Databricks, is selling AI, but failing to paint the picture on what it means in their organization. Failing to answer questions such as:</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-Why do I (an organization) need AI and how does it help me?</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-How can YOU (a vendor) help me (a business/non-profit/etc) implement AI at my organization?</span> </p> </div> <div class="inline-articles bg-color-surface-new border-hidden rounded-sm p-1 mx-auto my-1.5 mamabear:w-2/3 inline-articles__after"> <h2 class="text-xl font-medium ml-1.5 my-1 text-color-text mamabear:text-center">Recommended by LinkedIn</h2> <div class="flex flex-wrap mx-0.5 babybear:mx-1.5"> <div class="content-author-card flex flex-col max-w-[270px] h-auto rounded-md border-1 border-system-gray-30 border-solid pb-1.5 inline-article mx-auto my-1 border-hidden papabear:w-[219px] babybear:min-w-full mamabear:min-w-full h-auto bg-color-canvas-tint"> <a class="no-underline" data-tracking-control-name="inline-recommended-articles" data-tracking-will-navigate href="https://www.linkedin.com/pulse/data-ai-insights-empowering-decisions-artificial-intelligence-jha-1f"> <img class="content-image w-full h-[150px] bg-cover rounded-t-md object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D12AQHaIzYh21MA5w/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1692697737726?e=2147483647&v=beta&t=Tzj5ftaPeYi1NMWFlsnhs03Eul28KJJIfxeDErNBwwE"> <div class="inline-article-title text-md text-color-text font-bold pl-2 pt-1 pr-1.5">Data & AI Insights: Empowering Decisions with…</div> <div class="inline-article-meta px-2 mt-1 font-sans text-xs font-normal text-color-text-low-emphasis h-full"> <span class="inline-article-author pt-0.5"> Pratibha Kumari J. </span> <span class="before:middot pt-0.5 inline-article-published-date"> 1 year ago </span> </div> </a>  </div> <div class="content-author-card flex flex-col max-w-[270px] h-auto rounded-md border-1 border-system-gray-30 border-solid pb-1.5 inline-article mx-auto my-1 border-hidden papabear:w-[219px] babybear:min-w-full mamabear:min-w-full h-auto bg-color-canvas-tint"> <a class="no-underline" data-tracking-control-name="inline-recommended-articles" data-tracking-will-navigate href="https://www.linkedin.com/pulse/data-analytics-age-ai-when-use-rag-examples-visualization-zjcff"> <img class="content-image w-full h-[150px] bg-cover rounded-t-md object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHcdfwxo8Sqtw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1712163740547?e=2147483647&v=beta&t=nl4MWiKA8EET629hCJYQ0Ay_qtbtHco4xLL_eJqmzyg"> <div class="inline-article-title text-md text-color-text font-bold pl-2 pt-1 pr-1.5">Data Analytics in the Age of AI, When to Use RAG…</div> <div class="inline-article-meta px-2 mt-1 font-sans text-xs font-normal text-color-text-low-emphasis h-full"> <span class="inline-article-author pt-0.5"> Open Data Science Conference (ODSC) </span> <span class="before:middot pt-0.5 inline-article-published-date"> 7 months ago </span> </div> </a>  </div> <div class="content-author-card flex flex-col max-w-[270px] h-auto rounded-md border-1 border-system-gray-30 border-solid pb-1.5 inline-article mx-auto my-1 border-hidden papabear:w-[219px] babybear:min-w-full mamabear:min-w-full h-auto bg-color-canvas-tint"> <a class="no-underline" data-tracking-control-name="inline-recommended-articles" data-tracking-will-navigate href="https://www.linkedin.com/pulse/quality-data-powerful-ai-laying-groundwork-solutions-izenwasser-2hmrf"> <img class="content-image w-full h-[150px] bg-cover rounded-t-md object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D12AQE84UC3c_Qdow/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1722367793381?e=2147483647&v=beta&t=ZwFXQdBayfh8vSam_IKLDwmZU-gFJFOazhH4YzwM8dQ"> <div class="inline-article-title text-md text-color-text font-bold pl-2 pt-1 pr-1.5">Quality Data, Powerful AI: Laying the Groundwork for…</div> <div class="inline-article-meta px-2 mt-1 font-sans text-xs font-normal text-color-text-low-emphasis h-full"> <span class="inline-article-author pt-0.5"> Murray Izenwasser </span> <span class="before:middot pt-0.5 inline-article-published-date"> 3 months ago </span> </div> </a>  </div> </div> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-To borrow a question from a wise person I know: What place does AI have in my org chart? What are its duties? Who is it helping?</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>-How will it impact my ability to make money/decrease costs?</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>I will say, the messaging around AI/BI Genie by Databricks is the closest thing to making the benefits more tangible and clear, but more work can be done, specially around conferences when speaking to the crowds.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Closing Thoughts</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Platforms selling AI need to paint a better picture as to the results that businesses across different industries should expect and how their platform/tool will help them get there. Now is the time to stop selling features and instead offer solutions. Perhaps the pieces are there, but it is not what individuals that are worn out from all the AI marketing are actually hearing.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>If you sell shovels to people who have never seen a shovel before, don’t be surprised if they try to shovel the ocean. </span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>What Now?</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>In terms of technical capabilities, Databricks is ahead of all comparable options. The challenge now is how will Databricks truly democratize ML/AI so that a company does not need to hire consultants nor tenured ML experts to understand and be able to obtain the value that all these advertised features have to offer. Ultimately, what is Databricks, or any other platform, doing to decrease that 85% AI project failure rate.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <h3><span class>Disclaimers</span></h3> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>I know there are multiple factors as to why these kind of projects can fail, and do not claim that the issue(s) I've identified is/are the leading cause(s) of the 85% failure rate. Also, I do not consider myself an ML expert. Architecture, analytics, and data engineering are my strengths. I do know just enough about ML to be able to talk about it at the level discussed here and even deeper.</span> </p> </div>  <div class="article-main__content" data-test-id="publishing-text-block"> <p> <span class>Hope you found this article helpful!</span> </p> </div>  </div>   </article>  <code id="ugcPostUrl" style="display: none"></code> <code id="ugcPost" style="display: none"></code> <code id="disableLinkedinShareRedirectLink" style="display: none"></code> <code id="ugcPostUrn" style="display: none"></code> <code id="signInUrl" style="display: none"></code>  <div class="article-social-activity z-[201] x-social-activity-wrapper xs:sticky bottom-0 flex justify-center border-t-1 border-solid border-color-border-faint bg-color-background-container " data-impression-id="article-ssr-frontend-pulse_x-social-details">  <div class="x-social-activity social-details x-social-activity-left flex flex-wrap w-full max-w-x-article-width-small justify-between lg:max-w-x-article-width"> <div class="flex x-social-activity-left flex-wrap"> <code id="i18n_reaction_selection_state" style="display: none"></code> <div class="reactions-menu flex flex-row relative items-center justify-center select-none [-webkit-user-select:none] pointer-events-auto" data-feed-control="article-ssr-frontend-x-article_x-social-details_like-toggle_reactions-cta"> <a class="reactions-menu__link text-color-text social-action-bar__button relative h-6 cursor-pointer w-full" href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_like-toggle_like-cta" target="_blank" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_like-toggle_reactions-cta" data-parent-urn="urn:li:ugcPost:7243115756828200960" data-tracking-will-navigate data-feed-control="article-ssr-frontend-x-article_x-social-details_like-toggle_reactions-cta">  <div class="like-button-default flex flex-row items-center "> <icon class="social-action-bar__icon" data-svg-class-name="social-action-bar__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e2cf8dn8tvjcu9gl3qcxhw31q"> </icon> <span class="social-action-bar__button-text">Like</span> </div> </a> </div> <template id="selected-reaction"> <div> <div class="selected-reaction--LIKE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Like" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/7ze70iqo2l1rn7hwfoykiwjod"> <span class="social-action-bar__button-text">Like</span> </div> <div class="selected-reaction--PRAISE flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Celebrate" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/czva5w81r4b0pjr7sh5r4nbw9"> <span class="social-action-bar__button-text">Celebrate</span> </div> <div class="selected-reaction--APPRECIATION flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Support" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8kvqqk9m1eu5ffqkdlum1ka1m"> <span class="social-action-bar__button-text">Support</span> </div> <div class="selected-reaction--EMPATHY flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Love" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5yukss5d7kh4xrbd5642z6tk0"> <span class="social-action-bar__button-text">Love</span> </div> <div class="selected-reaction--INTEREST flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Insightful" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/es4dlamdpym2zbuhglwx2cuz0"> <span class="social-action-bar__button-text">Insightful</span> </div> <div class="selected-reaction--ENTERTAINMENT flex flex-row items-center"> <img class="inline-block align-middle relative w-3 h-3 mr-1 babybear:mr-0 mb-0.5" alt="Funny" aria-hidden="true" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e0rqrq0h755yqqu59fy047ayt"> <span class="social-action-bar__button-text">Funny</span> </div> </div> </template> <div class="relative flex select-none flex-row items-center justify-center"> <a class="social-action-bar__button !rounded-none " href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_comment-cta" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comment-cta" data-tracking-will-navigate> <icon class="social-action-bar__icon" data-svg-class-name="social-action-bar__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/1p9aa0o2ms48w7ipecq9amsti"> </icon> <span class="social-action-bar__button-text"> Comment </span> </a> </div> <code id="i18n_copy_cta_message_success" style="display: none"></code> <code id="i18n_copy_cta_message_error" style="display: none"></code> <div class="collapsible-dropdown flex items-center relative hyphens-auto social-share inline-block relative select-none x-social-share " data-share-message="Share" data-share-url="https://www.linkedin.com/pulse/data-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse?utm_source=share&utm_medium=guest_desktop" data-feed-control="article-ssr-frontend-x-article_x-social-details_social-share-intent_social-share_main_button" data-feed-action-category="EXPAND" data-feed-action-type="openShareMenu">  <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-[100%] top-auto" role="menu" tabindex="-1"> <li> <button data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_social-share-intent_social-share_copy" class="social-share__item social-share-item" data-share-service="copy"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/aup4g97pdky3ff73gv9lyhjvx"></icon> <span class="social-share__item-text pl-1">Copy</span> </button> </li> <li> <button data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_social-share-intent_social-share_linkedin" class="social-share__item social-share-item" data-share-service="linkedin"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2uoxvguhsfspfnmr6tvfuyw4y" data-svg-class-name="text-color-text"></icon> <span class="social-share__item-text pl-1">LinkedIn</span> </button> </li> <li> <button data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_social-share-intent_social-share_facebook" class="social-share__item social-share-item" data-share-service="facebook"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5xkjpykqkamtr6skk0vodqwd2"></icon> <span class="social-share__item-text pl-1">Facebook</span> </button> </li> <li> <button data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_social-share-intent_social-share_twitter" class="social-share__item social-share-item" data-share-service="twitter"> <icon class="social-share__item-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4bmfmbwr1b97362o29qmjo1zj"></icon> <span class="social-share__item-text pl-1">Twitter</span> </button> </li>  </ul> <button aria-expanded="false" class="social-share__button social-share__button-square social-share-button social-action-bar__button social-share-button--square " aria-label data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_social-share-intent_social-share_main_button"> <icon class="social-share__button-icon " data-delayed-url="https://static.licdn.com/aero-v1/sc/h/852gyy4s01pfis5qf9k99s6d2" data-svg-class-name="social-share-button-icon social-action-bar__icon--svg "></icon> <span class="social-share__button-text-square social-action-bar__button-text "> Share </span> </button> </div> </div> <code id="i18n_reaction_singular" style="display: none"></code> <code id="i18n_reactions_plural" style="display: none"></code> <div class="flex items-center font-sans text-sm babybear:text-xs" data-sap-comment-urn="urn:li:ugcPost:7243115756828200960"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_likes-count_social-actions-reactions" target="_blank" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_likes-count_social-actions-reactions" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis my-1" aria-label="36 Reactions" data-test-id="social-actions__reactions" data-id="social-actions__reactions" data-num-reactions="36" data-singular="%numReactions%" data-plural="%numReactions%" data-entity-urn="urn:li:ugcPost:7243115756828200960" tabindex="0"> <img alt data-reaction-type="LIKE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9sun4diznbhgyelaeryxy75ur" height="16px" width="16px"> <img alt data-reaction-type="PRAISE" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cjrxeu0ese8oxe32kiom8kzoh" height="16px" width="16px"> <img alt data-reaction-type="EMPATHY" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/37hg81qnm85dsy5mbqfifg9qs" height="16px" width="16px"> <span aria-hidden="true" class="font-normal ml-0.5" data-test-id="social-actions__reaction-count"> 36 </span> </a> <code id="social-actions__reaction-image-APPRECIATION" style="display: none"></code>  <code id="social-actions__reaction-image-EMPATHY" style="display: none"></code> <code id="social-actions__reaction-image-ENTERTAINMENT" style="display: none"></code>  <code id="social-actions__reaction-image-INTEREST" style="display: none"></code> <code id="social-actions__reaction-image-LIKE" style="display: none"></code> <code id="social-actions__reaction-image-MAYBE" style="display: none"></code> <code id="social-actions__reaction-image-PRAISE" style="display: none"></code>  <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_likes-count_social-actions-comments" target="_blank" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_likes-count_social-actions-comments" data-tracking-will-navigate class="flex items-center font-normal text-color-text-low-emphasis no-underline visited:text-color-text-low-emphasis before:middot my-1" data-test-id="social-actions__comments" data-id="social-actions__comments" data-num-comments="3" data-singular="%numComments% Comment" data-plural="%numComments% Comments" data-entity-urn="urn:li:ugcPost:7243115756828200960"> 3 Comments </a>  </div> </div> </div> <div class="comments__container"> <div class="comments">   <section class="comment flex grow-1 items-stretch leading-[16px] comment-with-action my-1.5"> <div> <a href="https://www.linkedin.com/company/invisible-technologies-inc-?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-image" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-image" data-tracking-will-navigate> <img class="inline-block relative w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/D560BAQHrGZIr2vNtPw/company-logo_100_100/company-logo_100_100/0/1728605607842/invisible_technologies_inc__logo?e=2147483647&v=beta&t=1Jrd0sBEH0yhEBhu_5n6jmud6mQh1noo6jkkOrMSiqw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/cs8pjfgyw96g44ln9r7tct85f" alt="Invisible"> </a> </div> <div class="w-full min-w-0"> <div class="comment__body ml-0.5 mb-1 pt-1 pr-1.5 pb-1 pl-1.5 rounded-[8px] rounded-tl-none relative"> <div class="comment__header flex flex-col"> <a class="text-sm link-styled no-underline leading-open comment__author truncate pr-6" href="https://www.linkedin.com/company/invisible-technologies-inc-?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-name" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-name" data-tracking-will-navigate> Invisible </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline"></p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 2mo </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c26vw8uiog92lvrqov98hvbxr"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=COMMENT&_f=guest-reporting" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="COMMENT" data-semaphore-content-urn="urn:li:comment:(urn:li:ugcPost:7243115756828200960,7244776001912655872)" data-semaphore-tracking-prefix="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this comment </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr">Spot on, <a class="link" href="https://www.linkedin.com/in/josuebogran?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment-text" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment-text" data-tracking-will-navigate>Josue A. Bogran</a>. It’s not about the tech itself, it’s about the outcome it delivers. </p>  </div>   </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Like </span> </div> </a> <span class="before:middot font-sans text-s text-color-text-low-emphasis"></span> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_reply" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer comment__reply" data-feed-action="replyToComment" data-feed-control="reply" data-feed-action-category="EXPAND" data-feed-action-type="expandReplyBox" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_reply" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Reply </span> </div> </a>  <span class="comment__reactions-count font-sans text-xs text-color-text-low-emphasis border-l-1 border-solid border-color-border-low-emphasis pl-1 mx-1 hidden"> 1 Reaction </span> </div> </div> </section>  <section class="comment flex grow-1 items-stretch leading-[16px] comment-with-action my-1.5"> <div> <a href="https://www.linkedin.com/in/josuebogran?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-image" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-4 h-4 bg-color-entity-ghost-background" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Josue A. Bogran"> </a> </div> <div class="w-full min-w-0"> <div class="comment__body ml-0.5 mb-1 pt-1 pr-1.5 pb-1 pl-1.5 rounded-[8px] rounded-tl-none relative"> <div class="comment__header flex flex-col"> <a class="text-sm link-styled no-underline leading-open comment__author truncate pr-6" href="https://www.linkedin.com/in/josuebogran?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-name" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-name" data-tracking-will-navigate> Josue A. Bogran </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline">Architect @ Kythera Labs | Advisor to SunnyData, Lumel, and Sigma | Databricks Product Advisory Board Member & Databricks MVP</p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 2mo </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c26vw8uiog92lvrqov98hvbxr"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=COMMENT&_f=guest-reporting" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="COMMENT" data-semaphore-content-urn="urn:li:comment:(urn:li:ugcPost:7243115756828200960,7243239287633117184)" data-semaphore-tracking-prefix="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this comment </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr">For further context: The cookie campaign demo that Databricks did at DAIS is another good example of them making the benefits feel tangible as they introduce capabilities.</p>  </div>   </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Like </span> </div> </a> <span class="before:middot font-sans text-s text-color-text-low-emphasis"></span> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_reply" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer comment__reply" data-feed-action="replyToComment" data-feed-control="reply" data-feed-action-category="EXPAND" data-feed-action-type="expandReplyBox" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_reply" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Reply </span> </div> </a> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_reactions" class="comment__reactions-count font-sans text-xs text-color-text-low-emphasis border-l-1 border-solid border-color-border-low-emphasis pl-1 mx-1" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_reactions" data-tracking-will-navigate> 1 Reaction </a> <span class="comment__reactions-count font-sans text-xs text-color-text-low-emphasis border-l-1 border-solid border-color-border-low-emphasis pl-1 mx-1 hidden"> 2 Reactions </span> </div> </div> </section>  <section class="comment flex grow-1 items-stretch leading-[16px] comment-with-action my-1.5"> <div> <a href="https://nl.linkedin.com/in/maria-vechtomova?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-image" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-4 h-4 " data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEGqaydvz-b0Q/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1712226150719?e=2147483647&v=beta&t=xTHcxUg-YGZK_exnhxByKfsXyeDld6kRUzGe14Rv3s0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="Maria Vechtomova"> </a> </div> <div class="w-full min-w-0"> <div class="comment__body ml-0.5 mb-1 pt-1 pr-1.5 pb-1 pl-1.5 rounded-[8px] rounded-tl-none relative"> <div class="comment__header flex flex-col"> <a class="text-sm link-styled no-underline leading-open comment__author truncate pr-6" href="https://nl.linkedin.com/in/maria-vechtomova?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-name" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_actor-name" data-tracking-will-navigate> Maria Vechtomova </a> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] mb-0.5 truncate comment__author-headline">MLOps Tech Lead | 10+ years in Data & AI | Databricks MVP | Public speaker</p> <span class="text-xs text-color-text-low-emphasis comment__duration-since absolute right-6 top-1 inline-block"> 2mo </span> <div class="ellipsis-menu absolute right-0 top-0 !mr-0.5 babybear:!-top-0.5" data-test-id="comment__ellipsis-menu" data-feed-action="show-comment-dropdown"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] ellipsis-menu__trigger--small w-[32px] h-[32px] babybear:rotate-90 mamabear:!h-4 mamabear:!min-h-[32px] papabear:!h-4 papabear:!min-h-[32px]" aria-expanded="false" aria-label="Open menu" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c26vw8uiog92lvrqov98hvbxr"></icon> </button> <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-auto top-[100%]" role="menu" tabindex="-1"> <li class="ellipsis-menu__item border-t-1 border-solid border-color-border-low-emphasis first-of-type:border-none flex"> <a href="/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore-sign-in-redirect&guestReportContentType=COMMENT&_f=guest-reporting" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore-sign-in-redirect" data-tracking-will-navigate data-item-type="semaphore" data-semaphore-content-type="COMMENT" data-semaphore-content-urn="urn:li:comment:(urn:li:ugcPost:7243115756828200960,7243171957339299841)" data-semaphore-tracking-prefix="article-ssr-frontend-pulse_x-social-details_comments-action_comment_ellipsis-menu-semaphore" data-is-logged-in="false" data-modal="semaphore__toggle" class="semaphore__toggle visited:text-color-text-secondary ellipsis-menu__semaphore ellipsis-menu__item-button flex items-center w-full p-1 cursor-pointer font-sans text-sm font-bold link-styled focus:link-styled link:no-underline active:bg-color-background-container-tint focus:bg-color-background-container-tint hover:bg-color-background-container-tint outline-offset-[-2px]">  <icon class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this comment </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words comment__text babybear:mt-0.5" dir="ltr"><a class="link" href="https://www.linkedin.com/in/josuebogran?trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment-text" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment-text" data-tracking-will-navigate>Josue A. Bogran</a> interesting perspective! Depends on what kind of “heads of” you were talking to. I do not think it should be responsibility of vendors to come up with use cases why a company needs AI, I think it should be responsibility of internal teams to figure it out. Vendors are not unbiased when it comes to figuring out the use cases. I actually have never seen it going well. I understand why they do it though.</p>  </div>   </div> <div class="comment__actions flex flex-row flex-wrap items-center ml-2" aria-label="Comment Controls"> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_like" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_like" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/70k0g8kmgdfjjymflqqzipzxj"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Like </span> </div> </a> <span class="before:middot font-sans text-s text-color-text-low-emphasis"></span> <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments-action_comment_reply" class="comment__action inline-block font-sans text-xs text-color-text-low-emphasis cursor-pointer comment__reply" data-feed-action="replyToComment" data-feed-control="reply" data-feed-action-category="EXPAND" data-feed-action-type="expandReplyBox" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments-action_comment_reply" data-tracking-will-navigate> <div class="flex flex-row items-center "> <icon class="action-btn__icon w-2 mr-0.5" data-svg-class-name="action-btn__icon--svg" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4ol9mo4lxvobj5ww3va90wz1o"> </icon> <span class="action-btn__button-text inline-block align-baseline"> Reply </span> </div> </a>  <span class="comment__reactions-count font-sans text-xs text-color-text-low-emphasis border-l-1 border-solid border-color-border-low-emphasis pl-1 mx-1 hidden"> 1 Reaction </span> </div> </div> </section> <div class="comments__see-more-wrapper"> <a class="comments__see-more" href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_comments_comment-see-more" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_comments_comment-see-more" data-tracking-will-navigate> See more comments </a> </div> </div> </div> <p class="feed-cta-banner__text border-t-1 border-color-surface-border border-solid p-3 text-center text-md text-color-text-low-emphasis"> To view or add a comment, <a href="https://www.linkedin.com/signup/cold-join?session_redirect=%2Fpulse%2Fdata-ai-nyc-2024-after-thoughts-josue-a-bogran-abvse&trk=article-ssr-frontend-pulse_x-social-details_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="article-ssr-frontend-pulse_x-social-details_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> <section class="core-section-container my-3 more-articles mt-2 mb-[40px]">    <div class="core-section-container__content break-words">  <section class="slide-list relative more-articles__slide-list"> <header class="slide-list__header mb-1.5"> <h2 class="slide-list__heading font-bold mb-0.5 text-color-text text-lg">More articles by this author</h2>  </header> <div class="slide-list__nav"> <div class="slide-list__nav-wrap absolute flex h-full items-center top-0 z-1 slide-list__nav-wrap--prev left-[-20px]"> <div class="previous-slide-list__a11y-notification sr-only hidden" role="alert"> No more previous content </div> <button data-tracking-control-name="article-ssr-frontend-pulse_more-articles_slide_list_prev_button" class="slide-list__nav-button btn-sm btn-overlay cursor-pointer disabled:hidden" aria-label="Previous Slide" data-direction="prev" disabled> <icon class="slide-list__nav-icon flex items-center justify-center pointer-events-none h-3 rtl:-scale-x-100 rtl:translate-x-[7px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e5ka7p8s9n5r0z9p6kpmm3hig"></icon> </button> </div> </div> <div class="relative overflow-hidden "> <ul class="slide-list__list items-stretch flex list-none transition-all duration-slow ease-standard "> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/databricks-look-2024-expectations-2025-josue-a-bogran-d2qwe?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Databricks: A Look At 2024 + Expectations For 2025" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFc8gho0ywEgQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1732597763169?e=2147483647&v=beta&t=03BXJikJIKUI3zfLfotz0t5mja_7I5OME0OK53laVs0">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Databricks: A Look At 2024 + Expectations For 2025 </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Nov 26, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/open-source-balanced-conversation-benefits-pain-points-bogran-l2vue?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Open Source: A Balanced Conversation On Benefits & Pain Points" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGQQZaQf-ESgw/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1731293185281?e=2147483647&v=beta&t=Qd03HNA-qM4iRsazfo8kUmH9i_LzVYnUTLlyvbGlbsw">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Open Source: A Balanced Conversation On Benefits & Pain Points </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Nov 11, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/day-1-balanced-assessment-databricks-josue-a-bogran-cllee?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Day 1: A Balanced Assessment of Databricks" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFTvX_Nr4zwjA/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1730177737835?e=2147483647&v=beta&t=w9QAz49BI76K7oPiX9p59_QXrqVODwQEXrp1vv4ncVA">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Day 1: A Balanced Assessment of Databricks </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 29, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/databricks-aibi-conversation-richard-tomlinson-josue-a-bogran-ovuke?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Databricks AI/BI: A Conversation With Richard Tomlinson" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGt0MzGEG1mZg/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1730087381971?e=2147483647&v=beta&t=DwsPPpEoYMO7nNehO2_xJVGMvre846_uWi836YmnH6Y">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Databricks AI/BI: A Conversation With Richard Tomlinson </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 28, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/databricks-serverless-performance-notes-josue-a-bogran-bklue?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Databricks Serverless Performance Notes" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQG8M6Q6CGLZyA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1729920071609?e=2147483647&v=beta&t=10ks3rWi3qC_bUsluamBszhh4QtOJYo_zLYvBYJalqE">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Databricks Serverless Performance Notes </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 26, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/databricks-shared-compute-data-governance-security-josue-a-bogran-sribe?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Databricks Shared Compute & Data Governance: Understanding Security" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQEfcYXDUGvZ7w/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1729738900192?e=2147483647&v=beta&t=Io45RlwGF3p_Y1XOMczRKnym89Mn6hrVl8Vc5_BewcY">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Databricks Shared Compute & Data Governance: Understanding Security </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 24, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/simple-aggregation-test-databricks-vs-snowflake-josue-a-bogran-idr8e?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Simple Aggregation Test (Databricks vs Snowflake)" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH1FIcs4EKdFg/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1729562111503?e=2147483647&v=beta&t=HNx1m_WYbI8eO-_8q4n3urvKm_MDPsJrgB8HeXT7I0A">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Simple Aggregation Test (Databricks vs Snowflake) </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 22, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/databricks-sigma-josue-a-bogran-lszpe?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Databricks + Sigma" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHmmdF9RVCXSg/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1728709925616?e=2147483647&v=beta&t=YlZJCXlDSle8V4GIpnF1_7__nFk4crEGYNB08WgIMJs">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Databricks + Sigma </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 12, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/day-3-databricks-vs-snowflake-fabric-which-one-should-josue-a-bogran-8c7ne?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Day 3 of Databricks vs Snowflake vs Fabric: Which One Should I Pick?" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHwV4ZUVGhbIQ/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1728278783778?e=2147483647&v=beta&t=VexK_DfLNEDfRBZKswTm7w1edYzget0huWztuouW-vM">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Day 3 of Databricks vs Snowflake vs Fabric: Which One Should I Pick? </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Oct 7, 2024 </h4>  </div> </a> </li> <li class="slide-list__item mr-2 rtl:ml-2"> <a href="https://www.linkedin.com/pulse/day-1-databricks-vs-snowflake-fabric-getting-your-moneys-bogran-mu3ve?trk=article-ssr-frontend-pulse_more-articles_related-content-card" target="_self" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_related-content-card" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link related-content-card w-[228px] block relative related-content-card--link absolute z-[1] top-0 bottom-0 left-0 right-0 hover:no-underline focus:no-underline">  <div class="related-entity-media relative block w-[228px] h-[134px] rounded-md"> <img class="related-entity-media__img w-full h-full object-cover rounded-md" alt="Day 1 of Databricks vs Snowflake vs Fabric: Getting Your Money's Worth!" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHWik0b-hYVcg/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1726281973871?e=2147483647&v=beta&t=6vEIbP9rRKrxtjIhhl3VQxwh4cGLPhtafjr7UIkUJPw">  </div>  <div class="related-content-card__info flex flex-col mt-1"> <h3 class="related-content-card__title font-sans text-[18px] font-bold text-color-text line-clamp-2"> Day 1 of Databricks vs Snowflake vs Fabric: Getting Your Money's Worth! </h3> <h4 class="related-content-card__subtitle font-sans text-md text-color-text mt-0.5"> Sep 14, 2024 </h4>  </div> </a> </li> </ul> </div> <div class="slide-list__nav"> <div class="slide-list__nav-wrap absolute flex h-full items-center top-0 z-1 slide-list__nav-wrap--next right-[-20px]"> <div class="next-slide-list__a11y-notification sr-only hidden" role="alert"> No more next content </div> <button data-tracking-control-name="article-ssr-frontend-pulse_more-articles_slide_list_next_button" class="slide-list__nav-button btn-sm btn-overlay cursor-pointer disabled:hidden" aria-label="Next Slide" data-direction="next"> <icon class="slide-list__nav-icon flex items-center justify-center pointer-events-none h-3 rtl:-scale-x-100 rtl:translate-x-[7px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c9dcz2pyrbwi3sr6xwxigmvlz"></icon> </button> </div> </div> <div class="flex items-center justify-center mt-2">  <a aria-label="See all articles by Josue A. Bogran" class="absolute flex gap-1 items-center link-styled right-0 text-sm slide_list__see-all" data-tracking-control-name="article-ssr-frontend-pulse_more-articles_see_all" data-tracking-will-navigate href="https://www.linkedin.com/today/author/josuebogran?trk=article-ssr-frontend-pulse_more-articles"> <span>See all</span> <icon class="h-2 w-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/588y48bk4e72ybpxav0sjkozs"></icon> </a> </div> <code id="i18n_slide_list_current_slide_aria_label" style="display: none"></code> </section> </div> </section> </div> </section> <section class="right-rail papabear:w-right-rail-width papabear:ml-column-gutter mamabear:max-w-[790px] mamabear:px-mobile-container-padding babybear:max-w-[790px] babybear:px-mobile-container-padding">  <section class="aside-section-container mb-4 pulse-to-x"> <h2 class="aside-section-container__title section-title"> Insights from the community </h2>  <div class="aside-section-container__content break-words"> <div class="show-more-less">  <ul data-max-num-to-show="6" class="show-more-less__list show-more-less__list--hide-after-6" data-impression-id="article-ssr-frontend-pulse_show-more-less"> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/3/how-can-you-avoid-common-ai-pitfalls-big-tq8if" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Artificial Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> How can you avoid common AI pitfalls with big data? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/3/how-can-you-choose-right-big-data-platform-w069e" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Artificial Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> How can you choose the right big data platform for AI? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/1/you-need-make-sense-your-data-can-ai-help-lhphf" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Technological Innovation </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> You need to make sense of your data. Can AI help you gain insights? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/0/how-do-you-choose-right-data-ai-ml-skills-computer-engineering" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Computer Engineering </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> How do you choose the right data for AI and ML? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/0/how-do-you-update-ai-models-changing-data" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Artificial Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> How do you update AI models for changing data? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/1/heres-how-you-can-navigate-challenges-integrating-tmryc" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Data Science </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> Here's how you can navigate the challenges of integrating AI into strategic decision-making in data science. </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/1/you-need-analyze-your-business-data-whats-c3qbf" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Artificial Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> You need to analyze your business data. What's the best way to get started? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/1/how-can-you-scale-ai-business-intelligence" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Artificial Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> How can you scale AI and business intelligence models for different contexts? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/1/what-role-artificial-intelligence-play-big-u2n8e" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Business Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> What role will artificial intelligence play in big data processing in the future? </div>  </div> </a> </li> <li class="articles-side-panel__list-item -ml-3"> <a class="x-article-card__link hover:no-underline focus:no-underline active:no-underline" href="https://www.linkedin.com/advice/1/how-can-you-prepare-data-more-effectively-ksure" data-tracking-will-navigate="true" data-tracking-control-name="recommended_article" data-feed-action-category="view" data-feed-action-type="viewArticle" target="_self"> <div class="x-article-card container-lined ml-0 my-2 min-h-max py-1 px-1.5 hover:shadow-md active:shadow-md md:m-2 w-100%"> <div class="x-article-card__tag tag-sm tag-enabled inline break-words font-normal"> Artificial Intelligence </div> <div class="x-article-card__title text-base break-words pt-1 text-md font-normal text-color-text"> How can you prepare data more effectively for AI algorithms? </div>  </div> </a> </li> </ul> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" aria-label="Show more articles from the community" data-tracking-control-name="article-ssr-frontend-pulse_show_more"> Show more <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" aria-label="Show less articles from the community" data-tracking-control-name="article-ssr-frontend-pulse_show_more"> Show less <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> </div> </div> </section> <section class="aside-section-container mb-4 articles-content-card"> <h2 class="aside-section-container__title section-title"> Others also viewed </h2>  <div class="aside-section-container__content break-words"> <div class="show-more-less">  <ul data-max-num-to-show="6" class="show-more-less__list show-more-less__list--hide-after-6" data-impression-id="article-ssr-frontend-pulse_show-more-less"> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/private-data-key-unlocking-ais-true-potential-mark-a-johnston-ftejc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D5612AQF9wgrKZSYpUg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1728415155427?e=2147483647&v=beta&t=2YR7kOht9ymj_YDSGCl2UaDRDv-aPfFssMXvsEk6vBU" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Private Data: The Key to Unlocking AI’s True Potential  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Mark A. Johnston </span> <span class="base-aside-card__metadata-item"> 1mo </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/data-integration-ai-scale-identification-4-8-antti-pikkusaari-ryzyf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D12AQG8Sj-Qn3NkZA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1727679139577?e=2147483647&v=beta&t=HVR8-6PbXl1aMdi963UvBV9LirRH-idiFwAchlmalfc" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Data Integration for AI at Scale – Identification 4 of 8  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Antti Pikkusaari </span> <span class="base-aside-card__metadata-item"> 1mo </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/before-ai-leap-why-solid-data-strategy-your-safety-net-sidd-tumkur-ix3qe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFMOX6ZME3Scg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1723817897153?e=2147483647&v=beta&t=gZExSt7EGqF9-08CWi9YpHEhbq-JZkUdNetduVR4JnU" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Before the AI Leap: Why a Solid Data Strategy is Your Safety Net  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Sidd TUMKUR </span> <span class="base-aside-card__metadata-item"> 3mo </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/centizen-empowering-your-business-cutting-edge-ai-ml-data-bi-qw7gc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D5612AQEtAkWluucTwQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1728522819911?e=2147483647&v=beta&t=KITpFOCT5HKge3vCniHk8VMRlofs-tjpRVm5OKS6ckA" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Centizen: Empowering Your Business with Cutting-Edge AI, ML, Data, and BI Solutions  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Centizen, Inc. </span> <span class="base-aside-card__metadata-item"> 1mo </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/centizen-your-strategic-partner-ai-ml-data-bi-excellence-centizen-i5mkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D5612AQGEsUhC_dAxUQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1725739783282?e=2147483647&v=beta&t=10as3mK10Vs0Y0_y1n4EsJguWFruNZ4UbFhQmNoahR8" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Centizen: Your Strategic Partner for AI, ML, Data, and BI Excellence  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Centizen, Inc. </span> <span class="base-aside-card__metadata-item"> 2mo </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/ensuring-data-quality-ai-models-how-make-possible-puneet-jindal-gfodc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D5612AQFdin5hahuLIQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1707899699102?e=2147483647&v=beta&t=AaqXU8VVJten6G8AyUSBPnpsXN7ThJAzO8OC03w5RiY" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> Ensuring Data Quality For AI Models: How To Make It Possible  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Puneet Jindal </span> <span class="base-aside-card__metadata-item"> 9mo </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/impact-gen-ai-data-management-analytics-roles-ramon-chen" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D5612AQGZZoluV_0vqA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1685291861566?e=2147483647&v=beta&t=YOi5bt38H26_-AOIZShnc0QqUXfAtFWyZsQKL6RM1s0" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> The Impact of Gen AI on Data Management and Analytics Roles  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> 🤝 Ramon Chen </span> <span class="base-aside-card__metadata-item"> 1y </span> </div>  </div>  </a> </li> <li class="articles-content-card__list-item mt-3">  <a href="https://www.linkedin.com/pulse/road-ai-less-traveled-one-updated-jose-almeida" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="base-card relative w-full hover:no-underline focus:no-underline base-card--link base-aside-card flex my-1.5 base-aside-card--link aside-article-card">  <div class="base-aside-card__media flex-shrink-0 mr-0.5 overflow-hidden relative rounded-md h-[54px] w-[95px]"> <img class="lazy-load base-aside-card__media-element w-[100px] h-full object-cover" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQG5gOq1Q43DQw/article-cover_image-shrink_600_2000/article-cover_image-shrink_600_2000/0/1686554747854?e=2147483647&v=beta&t=6bN8-iUi-YEuz8WB44qv1g3xuu4-5tcVKRQg0u6ndRo" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt>  </div> <div class="base-aside-card__info self-center pl-0.5 flex flex-col flex-1"> <h3 class="base-aside-card__title font-sans text-md font-bold text-color-text relative"> The road to AI (the less traveled one) - Updated  </h3>    <div class="base-aside-card__metadata font-sans text-sm leading-open font-regular text-color-text-low-emphasis mt-0.5"> <span class="base-aside-card__metadata-item"> Jose Almeida </span> <span class="base-aside-card__metadata-item"> 1y </span> </div>  </div>  </a> </li> </ul> <button class="show-more-less__button show-more-less__more-button show-more-less-button " aria-expanded="false" aria-label="Show more about what others also viewed" data-tracking-control-name="article-ssr-frontend-pulse_show_more"> Show more <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> <button class="show-more-less__button show-more-less__less-button show-more-less-button show-more-less__button--hide" aria-expanded="false" aria-label="Show less about what others also viewed" data-tracking-control-name="article-ssr-frontend-pulse_show_more"> Show less <icon class="show-more-less__button--chevron show-more-less-button-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4chtt12k98xwnba1nimld2oyg"></icon> </button> </div> </div> </section>  <section class="aside-section-container mb-4 content-hub-topics"> <h2 class="aside-section-container__title section-title"> Explore topics </h2>  <div class="aside-section-container__content break-words"> <ul class="career-advice-hub-topics__list"> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/sales-s5/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Sales </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/marketing-s2461/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Marketing </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/it-services-s57547/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> IT Services </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/business-administration-s50111/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Business Administration </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/hr-management-s50359/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> HR Management </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/engineering-s166/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Engineering </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/soft-skills-s2976/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary flex w-fit mr-1 mb-1 hover:no-underline"> Soft Skills </a> </li> <li class="career-advice-hub-topics__list-item mb-1"> <a href="https://www.linkedin.com/pulse/topics/home/" data-tracking-control-name="article-ssr-frontend-pulse_content-hub-topic" data-tracking-will-navigate class="btn-sm btn-secondary-emphasis flex w-fit mr-[6px] mb-1 hover:no-underline" aria-label="See All, Explore topics"> See All </a> </li> </ul> </div> </section> </section> </main> <div class="pre-footer ">  </div> <footer class="li-footer bg-transparent w-full "> <ul class="li-footer__list flex flex-wrap flex-row items-start justify-start w-full h-auto min-h-[50px] my-[0px] mx-auto py-3 px-2 papabear:w-[1128px] papabear:p-0"> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <span class="sr-only">LinkedIn</span> <icon class="li-footer__copy-logo text-color-logo-brand-alt inline-block self-center h-[14px] w-[56px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/e12h2cd8ac580qen9qdd0qks8"></icon> <span class="li-footer__copy-text flex items-center">© 2024</span> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://about.linkedin.com?trk=d_flagship2_pulse_read_footer-about" data-tracking-control-name="d_flagship2_pulse_read_footer-about" data-tracking-will-navigate> About </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/accessibility?trk=d_flagship2_pulse_read_footer-accessibility" data-tracking-control-name="d_flagship2_pulse_read_footer-accessibility" data-tracking-will-navigate> Accessibility </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/user-agreement?trk=d_flagship2_pulse_read_footer-user-agreement" data-tracking-control-name="d_flagship2_pulse_read_footer-user-agreement" data-tracking-will-navigate> User Agreement </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/privacy-policy?trk=d_flagship2_pulse_read_footer-privacy-policy" data-tracking-control-name="d_flagship2_pulse_read_footer-privacy-policy" data-tracking-will-navigate> Privacy Policy </a> </li>  <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/cookie-policy?trk=d_flagship2_pulse_read_footer-cookie-policy" data-tracking-control-name="d_flagship2_pulse_read_footer-cookie-policy" data-tracking-will-navigate> Cookie Policy </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/copyright-policy?trk=d_flagship2_pulse_read_footer-copyright-policy" data-tracking-control-name="d_flagship2_pulse_read_footer-copyright-policy" data-tracking-will-navigate> Copyright Policy </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://brand.linkedin.com/policies?trk=d_flagship2_pulse_read_footer-brand-policy" data-tracking-control-name="d_flagship2_pulse_read_footer-brand-policy" data-tracking-will-navigate> Brand Policy </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/psettings/guest-controls?trk=d_flagship2_pulse_read_footer-guest-controls" data-tracking-control-name="d_flagship2_pulse_read_footer-guest-controls" data-tracking-will-navigate> Guest Controls </a> </li> <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <a class="li-footer__item-link flex items-center font-sans text-xs font-bold text-color-text-solid-secondary hover:text-color-link-hover focus:text-color-link-focus" href="https://www.linkedin.com/legal/professional-community-policies?trk=d_flagship2_pulse_read_footer-community-guide" data-tracking-control-name="d_flagship2_pulse_read_footer-community-guide" data-tracking-will-navigate> Community Guidelines </a> </li>  <li class="li-footer__item font-sans text-xs text-color-text-solid-secondary flex flex-shrink-0 justify-start p-1 relative w-50% papabear:justify-center papabear:w-auto"> <div class="collapsible-dropdown collapsible-dropdown--footer collapsible-dropdown--up flex items-center relative hyphens-auto language-selector z-2">  <ul class="collapsible-dropdown__list hidden container-raised absolute w-auto overflow-y-auto flex-col items-stretch z-1 bottom-[100%] top-auto" role="menu" tabindex="-1"> <li class="language-selector__item" role="presentation">  <button aria-label="العربية (Arabic)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ar_AE" data-locale="ar_AE" role="menuitem" lang="ar_AE"> العربية (Arabic) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="বাংলা (Bangla)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-bn_IN" data-locale="bn_IN" role="menuitem" lang="bn_IN"> বাংলা (Bangla) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Čeština (Czech)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-cs_CZ" data-locale="cs_CZ" role="menuitem" lang="cs_CZ"> Čeština (Czech) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Dansk (Danish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-da_DK" data-locale="da_DK" role="menuitem" lang="da_DK"> Dansk (Danish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Deutsch (German)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-de_DE" data-locale="de_DE" role="menuitem" lang="de_DE"> Deutsch (German) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Ελληνικά (Greek)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-el_GR" data-locale="el_GR" role="menuitem" lang="el_GR"> Ελληνικά (Greek) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="English (English) selected" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link--selected" data-tracking-control-name="language-selector-en_US" data-locale="en_US" role="menuitem" lang="en_US"> <strong>English (English)</strong> </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Español (Spanish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-es_ES" data-locale="es_ES" role="menuitem" lang="es_ES"> Español (Spanish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="فارسی (Persian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fa_IR" data-locale="fa_IR" role="menuitem" lang="fa_IR"> فارسی (Persian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Suomi (Finnish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fi_FI" data-locale="fi_FI" role="menuitem" lang="fi_FI"> Suomi (Finnish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Français (French)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fr_FR" data-locale="fr_FR" role="menuitem" lang="fr_FR"> Français (French) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="हिंदी (Hindi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hi_IN" data-locale="hi_IN" role="menuitem" lang="hi_IN"> हिंदी (Hindi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Magyar (Hungarian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hu_HU" data-locale="hu_HU" role="menuitem" lang="hu_HU"> Magyar (Hungarian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Indonesia (Indonesian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-in_ID" data-locale="in_ID" role="menuitem" lang="in_ID"> Bahasa Indonesia (Indonesian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Italiano (Italian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-it_IT" data-locale="it_IT" role="menuitem" lang="it_IT"> Italiano (Italian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="עברית (Hebrew)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-iw_IL" data-locale="iw_IL" role="menuitem" lang="iw_IL"> עברית (Hebrew) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="日本語 (Japanese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ja_JP" data-locale="ja_JP" role="menuitem" lang="ja_JP"> 日本語 (Japanese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="한국어 (Korean)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ko_KR" data-locale="ko_KR" role="menuitem" lang="ko_KR"> 한국어 (Korean) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="मराठी (Marathi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-mr_IN" data-locale="mr_IN" role="menuitem" lang="mr_IN"> मराठी (Marathi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Malaysia (Malay)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ms_MY" data-locale="ms_MY" role="menuitem" lang="ms_MY"> Bahasa Malaysia (Malay) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Nederlands (Dutch)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-nl_NL" data-locale="nl_NL" role="menuitem" lang="nl_NL"> Nederlands (Dutch) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Norsk (Norwegian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (Norwegian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ਪੰਜਾਬੀ (Punjabi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (Punjabi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Polski (Polish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Polish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Português (Portuguese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portuguese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Română (Romanian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Romanian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Русский (Russian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Russian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Svenska (Swedish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (Swedish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="తెలుగు (Telugu)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (Telugu) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ภาษาไทย (Thai)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (Thai) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tagalog (Tagalog)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (Tagalog) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Türkçe (Turkish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> Türkçe (Turkish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Українська (Ukrainian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (Ukrainian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tiếng Việt (Vietnamese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-vi_VN" data-locale="vi_VN" role="menuitem" lang="vi_VN"> Tiếng Việt (Vietnamese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="简体中文 (Chinese (Simplified))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_CN" data-locale="zh_CN" role="menuitem" lang="zh_CN"> 简体中文 (Chinese (Simplified)) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="正體中文 (Chinese (Traditional))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_TW" data-locale="zh_TW" role="menuitem" lang="zh_TW"> 正體中文 (Chinese (Traditional)) </button> </li>  </ul> <button class="language-selector__button select-none relative pr-2 font-sans text-xs font-bold text-color-text-low-emphasis hover:text-color-link-hover hover:cursor-pointer focus:text-color-link-focus focus:outline-dotted focus:outline-1" aria-expanded="false" data-tracking-control-name="footer-lang-dropdown_trigger"> <span class="language-selector__label-text mr-0.5 break-words"> Language </span> <icon class="language-selector__label-chevron w-2 h-2 absolute top-0 right-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> </div> </li> </ul>  </footer> <div id="toasts" class="toasts fixed z-8 babybear:right-4 mamabear:right-4 papabear:min-h-[96px] invisible top:auto bottom-4 left-4 papabear:w-[400px] toasts--bottom" type="bottom"> <template id="toast-template"> <div class="toast container-raised flex toast--bottom transition ease-accelerate duration-xxslow " data-id="toast"> <div class="toast__message flex flex-1 babybear:items-center mamabear:items-center papabear:items-start py-2 px-1.5" data-id="toast__message" role="alert" tabindex="-1"> <div class="toast__message-content-container" data-id="toast__message-content-container"> <p class="toast__message-content font-sans text-sm opacity-90 inline babybear:self-center mamabear:self-center papabear:self-start" data-id="toast__message-content"></p> </div> </div> <button class="toast__dismiss-btn cursor-pointer babybear:self-center mamabear:self-center papabear:self-start pt-3 pb-2 papabear:py-2 pl-0.5 pr-0" data-id="toast__dismiss-btn" aria-label="Close"> <svg width="24" height="24" class="fill-color-icon"><path d="M13 4.32 9.31 8 13 11.69 11.69 13 8 9.31 4.31 13 3 11.69 6.69 8 3 4.31 4.31 3 8 6.69 11.68 3Z"></path></svg> </button> </div> </template> <template id="toast-icon-caution"> <icon class="text-color-icon-caution toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/u6kgm8vi5s4rhtbgmjlphlp6"></icon> </template> <template id="toast-icon-error"> <icon class="text-color-icon-negative toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/2ffvlzyh9wb65459t9va8w2ph"></icon> </template> <template id="toast-icon-gdpr"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a0d85elrpgg38lskvq1kvzb3"></icon> </template> <template id="toast-icon-notify"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/de23f5me7dfm17unsj9up4vga"></icon> </template> <template id="toast-icon-success"> <icon class="text-color-icon-positive toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/c44ryoszao52cyd0y87z7s0uf"></icon> </template> <template id="toast-cta"> <a class="toast__cta cta-link font-medium ml-0.5 text-sm text-inherit inline" target="_blank"></a> </template> </div> <script src="https://static.licdn.com/aero-v1/sc/h/4kdl05tfo7lc1e6o63oput2ah" async></script>  <script src="https://static.licdn.com/aero-v1/sc/h/4q7n8u19fgwv20bknohj23282" async defer></script> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/19m2m2iij3pcbxe4bkogyzklj" data-module-id="media-player"></script>  </body> </html>

CINXE.COM

Data + AI NYC 2024: AI After-Thoughts