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transparent;--wp--custom--color--neutrals--white: #FFFFFF;--wp--custom--color--neutrals--100: #F1F3F4;--wp--custom--color--neutrals--300: #D5D7D8;--wp--custom--color--neutrals--700: #5F6368;--wp--custom--color--neutrals--900: #141414;--wp--custom--color--neutrals--black: #000000;--wp--custom--color--neutrals--blue-gray: #5A7690;--wp--custom--color--neutrals--gray-100: #F7F7F7;--wp--custom--color--neutrals--gray-300: #F3F3F6;--wp--custom--color--neutrals--gray-700: #757575;--wp--custom--color--neutrals--gray-900: #2A2A2A;--wp--custom--color--primary--300: #F63456;--wp--custom--color--primary--500: #E12243;--wp--custom--color--primary--900: #B30826;--wp--custom--color--secondary--300: #ABFCF2;--wp--custom--color--secondary--900: #1FB4AF;--wp--custom--color--feedback--error-900: #E80A31;--wp--custom--color--feedback--error-500: #F51D43;--wp--custom--color--feedback--success-900: #00BA27;--wp--custom--color--feedback--success-500: #00AC30;--wp--custom--color--surface--brand: 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var(--wp--custom--color--spindle);--wp--custom--color--button--small--background--disabled: var(--wp--custom--color--surface--disabled);--wp--custom--color--button--small--background--hover: var(--wp--custom--color--surface--brand);--wp--custom--color--button--small--background--focus: var(--wp--custom--color--spindle);--wp--custom--color--button--small--border--default: var(--wp--custom--color--surface--brand);--wp--custom--color--button--small--border--disabled: var(--wp--custom--color--text--disabled);--wp--custom--color--button--small--border--hover: var(--wp--custom--color--spindle);--wp--custom--color--button--small--border--focus: var(--wp--custom--color--text--brand);--wp--custom--color--button--small--text--default: var(--wp--custom--color--text--brand);--wp--custom--color--button--small--text--disabled: var(--wp--custom--color--text--disabled);--wp--custom--color--button--small--text--hover: var(--wp--custom--color--spindle);--wp--custom--color--button--small--text--focus: 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16px;--wp--custom--spacing--md: 24px;--wp--custom--spacing--lg: 40px;--wp--custom--spacing--xl: 64px;--wp--custom--spacing--xxl: 80px;--wp--custom--spacing--xxxl: 128px;--wp--custom--spacing--2: 2px;--wp--custom--spacing--4: 4px;--wp--custom--spacing--8: 8px;--wp--custom--spacing--10: 10px;--wp--custom--spacing--12: 12px;--wp--custom--spacing--14: 14px;--wp--custom--spacing--16: 16px;--wp--custom--spacing--20: 20px;--wp--custom--spacing--24: 24px;--wp--custom--spacing--32: 32px;--wp--custom--spacing--40: 40px;--wp--custom--spacing--48: 48px;--wp--custom--spacing--56: 56px;--wp--custom--spacing--64: 64px;--wp--custom--spacing--72: 72px;--wp--custom--spacing--80: 80px;--wp--custom--spacing--96: 96px;--wp--custom--spacing--112: 112px;--wp--custom--spacing--120: 120px;--wp--custom--spacing--128: 128px;--wp--custom--spacing--144: 144px;--wp--custom--spacing--160: 160px;}.wp-block-tenup-accordion-header{--wp--custom--tenup--icon-position: right;--wp--custom--tenup--icon--icon-set: uikit;--wp--custom--tenup--icon--icon-name: chevron-down;--wp--custom--tenup--expanded--icon--icon-set: uikit;--wp--custom--tenup--expanded--icon--icon-name: chevron-up;}:root { --wp--style--global--content-size: min(680px, var(--wp--custom--site-content-width));--wp--style--global--wide-size: min(1032px, var(--wp--custom--site-content-width)); }:where(body) { margin: 0; }.wp-site-blocks { padding-top: var(--wp--style--root--padding-top); padding-bottom: var(--wp--style--root--padding-bottom); }.has-global-padding { padding-right: var(--wp--style--root--padding-right); padding-left: var(--wp--style--root--padding-left); }.has-global-padding > .alignfull { margin-right: calc(var(--wp--style--root--padding-right) * -1); margin-left: calc(var(--wp--style--root--padding-left) * -1); }.has-global-padding :where(:not(.alignfull.is-layout-flow) > .has-global-padding:not(.wp-block-block, .alignfull)) { padding-right: 0; padding-left: 0; }.has-global-padding :where(:not(.alignfull.is-layout-flow) > .has-global-padding:not(.wp-block-block, .alignfull)) > .alignfull { margin-left: 0; margin-right: 0; }.wp-site-blocks > .alignleft { float: left; margin-right: 2em; }.wp-site-blocks > .alignright { float: right; margin-left: 2em; }.wp-site-blocks > .aligncenter { justify-content: center; margin-left: auto; margin-right: auto; }:where(.wp-site-blocks) > * { margin-block-start: var(--wp--preset--spacing--md); margin-block-end: 0; }:where(.wp-site-blocks) > :first-child { margin-block-start: 0; }:where(.wp-site-blocks) > :last-child { margin-block-end: 0; }:root { --wp--style--block-gap: var(--wp--preset--spacing--md); }:root :where(.is-layout-flow) > :first-child{margin-block-start: 0;}:root :where(.is-layout-flow) > :last-child{margin-block-end: 0;}:root :where(.is-layout-flow) > *{margin-block-start: var(--wp--preset--spacing--md);margin-block-end: 0;}:root :where(.is-layout-constrained) > :first-child{margin-block-start: 0;}:root :where(.is-layout-constrained) > :last-child{margin-block-end: 0;}:root :where(.is-layout-constrained) > *{margin-block-start: var(--wp--preset--spacing--md);margin-block-end: 0;}:root :where(.is-layout-flex){gap: var(--wp--preset--spacing--md);}:root :where(.is-layout-grid){gap: var(--wp--preset--spacing--md);}.is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width: var(--wp--style--global--content-size);margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignwide{max-width: var(--wp--style--global--wide-size);}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}body{background-color: var(--wp--preset--color--surface-primary);color: var(--wp--preset--color--text-primary);font-family: "Work Sans", sans-serif;font-size: var(--wp--preset--font-size--body);line-height: 1.5;--wp--style--root--padding-top: 0;--wp--style--root--padding-right: var(--wp--custom--site-outer-padding);--wp--style--root--padding-bottom: 0;--wp--style--root--padding-left: var(--wp--custom--site-outer-padding);}a:where(:not(.wp-element-button)){color: inherit;text-decoration: underline;}:root :where(a:where(:not(.wp-element-button)):hover){color: var(--wp--preset--color--brand);}h1, h2, h3, h4, h5, h6{color: var(--wp--preset--color--text-primary);}h1{font-size: var(--wp--preset--font-size--heading-4);line-height: var(--wp--custom--font--line-height--120);}h2{color: var(--wp--custom--color--text--primary);font-size: var(--wp--preset--font-size--heading-5);line-height: var(--wp--custom--font--line-height--120);}h3{color: var(--wp--custom--color--neutrals--black);font-size: var(--wp--preset--font-size--heading-6);}h4{font-size: var(--wp--preset--font-size--subtitle-1);}h5{font-size: var(--wp--preset--font-size--subtitle-2);}h6{font-size: var(--wp--preset--font-size--subtitle-3);}:root :where(.wp-element-button, .wp-block-button__link){background-color: #32373c;border-radius: 9999px;border-width: 1px;color: #fff;font-family: inherit;font-size: var(--wp--preset--font-size--body);line-height: inherit;padding-top: var(--wp--custom--spacing--10);padding-right: var(--wp--custom--spacing--32);padding-bottom: var(--wp--custom--spacing--10);padding-left: 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Following significant breakthroughs in… </p></div> <div class="wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-35 wp-block-group-is-layout-flex"> <div class="wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-34 wp-block-group-is-layout-flex"> <div style="text-decoration:none;" class="has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size"><a href="https://towardsdatascience.com/author/slavahead/" target="_self" class="wp-block-post-author-name__link">Vyacheslav Efimov</a></div> <div class="wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-421d182eef1a5225f64372b8a5605ad9 is-nowrap is-layout-flex wp-container-core-group-is-layout-33 wp-block-group-is-layout-flex"> <div class="has-link-color wp-elements-2f08df38809735c44d27c382513ecb52 wp-block-post-date has-text-color has-text-secondary-color 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style="padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0"> <div class="wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-38 wp-block-group-is-layout-flex"> <h2 style="margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;" class="has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size"><a href="https://towardsdatascience.com/publish-interactive-data-visualizations-for-free-with-python-and-marimo/" target="_self" >Publish Interactive Data Visualizations for Free with Python and Marimo</a></h2> <a href="https://towardsdatascience.com/category/data-science/data-visualization/" style="text-transform:uppercase;" class="is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size"> Data Visualization </a> </div> <div class="has-link-color 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wp-block-group-is-layout-flex"> <div class="has-link-color wp-elements-2f08df38809735c44d27c382513ecb52 wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size"><time datetime="2025-02-14T11:00:00-05:00">February 14, 2025</time></div> <div class="wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size"> 6 min read</div> </div> </div> </div> </div> </div> </li><li class="wp-block-post post-597886 post type-post status-publish format-standard has-post-thumbnail hentry category-data-engineering tag-business tag-data-engineer tag-data-science tag-data-teams tag-productivity"> <div class="wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-49 wp-block-group-is-layout-flex wp-block-pattern wp-block-null"> <figure style="aspect-ratio:16/9;width:100%;" class="wp-block-post-featured-image"><img width="877" 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is-vertical is-layout-flex wp-container-core-group-is-layout-44 wp-block-group-is-layout-flex"> <h2 style="margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;" class="has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size"><a href="https://towardsdatascience.com/building-a-data-engineering-center-of-excellence/" target="_self" >Building a Data Engineering Center of Excellence</a></h2> <a href="https://towardsdatascience.com/category/data-science/data-engineering/" style="text-transform:uppercase;" class="is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size"> Data Engineering </a> </div> <div class="has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color"><p class="wp-block-post-excerpt__excerpt">As data continues to grow in importance and become more 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wp-post-image" alt="" style="--dominant-color: #4b322e;width:100%;height:100%;object-fit:cover;" decoding="async" loading="lazy" srcset="https://towardsdatascience.com/wp-content/uploads/2025/02/0_VewieAekB6ZJ9yCl.png 1400w, https://towardsdatascience.com/wp-content/uploads/2025/02/0_VewieAekB6ZJ9yCl-237x300.png 237w, https://towardsdatascience.com/wp-content/uploads/2025/02/0_VewieAekB6ZJ9yCl-810x1024.png 810w, https://towardsdatascience.com/wp-content/uploads/2025/02/0_VewieAekB6ZJ9yCl-768x970.png 768w, https://towardsdatascience.com/wp-content/uploads/2025/02/0_VewieAekB6ZJ9yCl-1216x1536.png 1216w" sizes="auto, (max-width: 1400px) 100vw, 1400px" data-has-transparency="false" data-dominant-color="4b322e" /></figure> <div class="wp-block-group alignwide is-style-default is-vertical is-layout-flex wp-container-core-group-is-layout-54 wp-block-group-is-layout-flex" style="padding-top:var(--wp--preset--spacing--10);padding-right:0;padding-left:0"> <div class="wp-block-group is-reversed is-vertical is-layout-flex wp-container-core-group-is-layout-50 wp-block-group-is-layout-flex"> <h2 style="margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;" class="has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size"><a href="https://towardsdatascience.com/learnings-from-a-machine-learning-engineer-part-5-the-training/" target="_self" >Learnings from a Machine Learning Engineer — Part 5: The Training</a></h2> <a href="https://towardsdatascience.com/category/artificial-intelligence/machine-learning/" style="text-transform:uppercase;" class="is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size"> Machine Learning </a> </div> <div class="has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color"><p class="wp-block-post-excerpt__excerpt">In this fifth part 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has-caption-1-font-size"><time datetime="2025-02-13T16:04:32-05:00">February 13, 2025</time></div> <div class="wp-elements-717bb1e0e8956d465f5b94f3ba248dbf wp-block-tenup-post-time-to-read has-text-color has-text-secondary-color has-caption-1-font-size"> 16 min read</div> </div> </div> </div> </div> </div> </li><li class="wp-block-post post-597857 post type-post status-publish format-standard has-post-thumbnail hentry category-machine-learning tag-hands-on-tutorials tag-image-classification tag-machine-learning-engineer tag-model-evaluation tag-process-improvement"> <div class="wp-block-group alignwide is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-61 wp-block-group-is-layout-flex wp-block-pattern wp-block-null"> <figure style="aspect-ratio:16/9;width:100%;" class="wp-block-post-featured-image"><img width="1400" height="907" src="https://towardsdatascience.com/wp-content/uploads/2025/02/0_4u6UoDTGeMm9CbyC.webp" 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is-layout-flex wp-container-core-group-is-layout-56 wp-block-group-is-layout-flex"> <h2 style="margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;" class="has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size"><a href="https://towardsdatascience.com/learnings-from-a-machine-learning-engineer-part-3-the-evaluation/" target="_self" >Learnings from a Machine Learning Engineer — Part 3: The Evaluation</a></h2> <a href="https://towardsdatascience.com/category/artificial-intelligence/machine-learning/" style="text-transform:uppercase;" class="is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size"> Machine Learning </a> </div> <div class="has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color"><p class="wp-block-post-excerpt__excerpt">In this third part of my series, I will explore the evaluation process which is… </p></div> <div class="wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-59 wp-block-group-is-layout-flex"> <div class="wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-58 wp-block-group-is-layout-flex"> <div style="text-decoration:none;" class="has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size"><a href="https://towardsdatascience.com/author/dmartin0409/" target="_self" class="wp-block-post-author-name__link">David Martin</a></div> <div class="wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-421d182eef1a5225f64372b8a5605ad9 is-nowrap is-layout-flex wp-container-core-group-is-layout-57 wp-block-group-is-layout-flex"> <div class="has-link-color wp-elements-2f08df38809735c44d27c382513ecb52 wp-block-post-date has-text-color has-text-secondary-color 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wp-block-group-is-layout-flex"> <h2 style="margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;" class="has-link-color alignwide wp-elements-c804df8ecfea890347697a4469c7a87f wp-block-post-title has-text-color has-text-primary-color has-heading-6-font-size"><a href="https://towardsdatascience.com/learnings-from-a-machine-learning-engineer-part-1-the-data/" target="_self" >Learnings from a Machine Learning Engineer — Part 1: The Data</a></h2> <a href="https://towardsdatascience.com/category/artificial-intelligence/machine-learning/" style="text-transform:uppercase;" class="is-taxonomy-category wp-block-tenup-post-primary-term has-text-color has-text-secondary-color has-eyebrow-1-font-size"> Machine Learning </a> </div> <div class="has-link-color wp-elements-9b2da9e78c2e95c41dab8b5a7bd89187 wp-block-post-excerpt has-text-color has-text-secondary-color"><p class="wp-block-post-excerpt__excerpt">It is said that in order for a machine learning model to be successful, you… </p></div> 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is-layout-flex wp-container-core-group-is-layout-71 wp-block-group-is-layout-flex"> <div class="wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-70 wp-block-group-is-layout-flex"> <div style="text-decoration:none;" class="has-link-color wp-elements-405d4e0f55fae1c84a82bd83ba2e27c0 wp-block-post-author-name has-text-color has-blue-gray-color has-caption-1-font-size"><a href="https://towardsdatascience.com/author/dmartin0409/" target="_self" class="wp-block-post-author-name__link">David Martin</a></div> <div class="wp-block-group has-text-secondary-color has-text-color has-link-color wp-elements-421d182eef1a5225f64372b8a5605ad9 is-nowrap is-layout-flex wp-container-core-group-is-layout-69 wp-block-group-is-layout-flex"> <div class="has-link-color wp-elements-2f08df38809735c44d27c382513ecb52 wp-block-post-date has-text-color has-text-secondary-color has-caption-1-font-size"><time datetime="2025-02-13T15:53:42-05:00">February 13, 2025</time></div> <div 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