Recommender Systems Whitepaper

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role="none"> <div class="menu-level-3 title">Application Frameworks</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/triton-inference-server/" target="_self" class="mm-link">AI Inference - Triton</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/self-driving-cars/software/" target="_self" class="mm-link">Automotive - DRIVE</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/MAXINE" target="_blank" class="mm-link" rel="noopener noreferrer">Cloud-AI Video Streaming - Maxine</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/culitho" target="_blank" class="mm-link" rel="noopener noreferrer">Computational Lithography - cuLitho</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/morpheus/" target="_self" class="mm-link">Cybersecurity - Morpheus</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/software/rapids/" target="_self" class="mm-link">Data Analytics - RAPIDS</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/nemo-framework/" target="_self" class="mm-link">Generative AI - NeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/" target="_self" class="mm-link">Healthcare - Clara</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/hpc-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">High-Performance Computing</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/autonomous-machines/intelligent-video-analytics-platform/" target="_self" class="mm-link">Intelligent Video Analytics - Metropolis</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/cuopt/" target="_self" class="mm-link">Logistics and Route Optimization - cuOpt</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-omniverse-platform" target="_blank" class="mm-link" rel="noopener noreferrer">Metaverse Applications - Omniverse</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/nvidia-merlin" target="_blank" class="mm-link" rel="noopener noreferrer">Recommender Systems - Merlin</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/isaac-ros" target="_blank" class="mm-link" rel="noopener noreferrer">Robotics - Isaac</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/ai-data-science/products/riva/" target="_self" class="mm-link">Speech AI - Riva</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/aerial-sdk" target="_blank" class="mm-link" rel="noopener noreferrer">Telecommunications - Aerial</a> </a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Apps and Tools</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/accelerated-applications/" target="_self" class="mm-link">Application Catalog</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://catalog.ngc.nvidia.com/" target="_blank" class="mm-link" rel="noopener noreferrer">NGC Catalog</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/" target="_self" class="mm-link">NVIDIA NGC</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/" target="_self" class="mm-link">3D Workflows - Omniverse</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/software/" target="_self" class="mm-link">Data Center</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/dcgm" target="_blank" class="mm-link" rel="noopener noreferrer">GPU Monitoring</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/software/nvidia-app-enterprise/" target="_self" class="mm-link">NVIDIA App for Enterprise</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/rtx-desktop-manager/" target="_self" class="mm-link">NVIDIA RTX Desktop Manager</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/software/" target="_self" class="mm-link">RTX Accelerated Creative Apps</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/design-visualization/software/broadcast-app/" target="_self" class="mm-link">Video Conferencing</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-science/workbench/" target="_self" class="mm-link">AI Workbench</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Gaming and Creating</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce-now/" target="_self" class="mm-link">GeForce NOW Cloud Gaming</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/geforce-experience/" target="_self" class="mm-link">GeForce Experience</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/broadcasting/" target="_self" class="mm-link">NVIDIA Broadcast App</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/machinima/" target="_self" class="mm-link">Animation - Machinima</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/geforce/rtx-remix/" target="_self" class="mm-link">Modding - RTX Remix</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/studio/resources/" target="_self" class="mm-link">Studio</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Infrastructure</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/products/ai-enterprise/" target="_self" class="mm-link">AI Enterprise Suite</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/egx-stack" target="_blank" class="mm-link" rel="noopener noreferrer">Cloud Native Support</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://developer.nvidia.com/cluster-management" target="_blank" class="mm-link" rel="noopener noreferrer">Cluster Management</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/magnum-io/" target="_self" class="mm-link">IO Acceleration</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/networking/products/software/" target="_self" class="mm-link">Networking</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="mm-link">Virtual GPU</a> </li> </ul> </li> <li class="menu-level-3 row-3 grid-item" role="none"> <div class="menu-level-3 title">Cloud Services</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/base-command/" target="_self" class="mm-link">Base Command</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/clara/bionemo/" target="_self" class="mm-link">BioNeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/data-center/dgx-cloud/" target="_self" class="mm-link">DGX Cloud</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/nemo-llm-service/" target="_self" class="mm-link">NeMo</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/gpu-cloud/edify/" target="_self" class="mm-link">Edify</a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://docs.nvidia.com/ngc/ngc-private-registry-user-guide/index.html" target="_blank" class="mm-link" rel="noopener noreferrer">Private Registry</a> </a> </li> <li class="menu-level-4 grid-item" role="menuitem"> <a href="https://www.nvidia.com/en-us/omniverse/cloud/" target="_self" class="mm-link">Omniverse</a> </li> </ul> </li> </ul> </li> </ul> </li> <li id="nav-lvl1-tab2" class="menu-level-1 row-1 mm-1" role="none" aria-haspop="true" aria-expanded="false"> <a role="menuitem" href="#nav-lvl1-tab2">Solutions<svg class="n24-icon menu-button caret-down"> <use xlink:href="#n24-caret-down" /></svg> </a> </li> <li> <ul class="menu-level-3 row-2 grid-container menu-accordion closed hide" role="menu"> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Artificial Intelligence</div> <ul class="menu-level-4 grid-container" role="menu"> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai/" target="_self" class="mm-link" role="menuitem">Overview</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/" target="_self" class="mm-link" role="menuitem">AI Platform</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/inference-platform/" target="_self" class="mm-link" role="menuitem">AI Inference</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/ai-workflows/" target="_self" class="mm-link" role="menuitem">AI Workflows</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/conversational-ai/" target="_self" class="mm-link" role="menuitem">Conversational AI</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai/foundry/" target="_self" class="mm-link" role="menuitem">Custom Models</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/solutions/ai/cybersecurity/" target="_self" class="mm-link" role="menuitem">Cybersecurity</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/data-analytics/" target="_self" class="mm-link" role="menuitem">Data Analytics</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/ai-data-science/generative-ai/" target="_self" class="mm-link" role="menuitem">Generative AI</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/deep-learning-ai/solutions/machine-learning/" target="_self" class="mm-link" role="menuitem">Machine Learning</a> </li> <li class="menu-level-4 grid-item" role="none"> <a 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href="https://www.nvidia.com/en-us/data-center/gpu-cloud-computing/" target="_self" class="mm-link" role="menuitem">Cloud Computing</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/colocation-partners/" target="_self" class="mm-link" role="menuitem">Colocation</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/solutions/mlops/" target="_self" class="mm-link" role="menuitem">MLOps</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/networking/" target="_self" class="mm-link" role="menuitem">Networking</a> </li> <li class="menu-level-4 grid-item" role="none"> <a href="https://www.nvidia.com/en-us/data-center/virtual-solutions/" target="_self" class="mm-link" role="menuitem">Virtualization</a> </li> </ul> </li> <li class="menu-level-3" role="none"> <div class="menu-level-3 title">Design and Simulation</div> <ul class="menu-level-4 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Download this paper to get insights, best practices, and advice from expert interviews and uncover how recommender systems teams handle preprocessing, feature engineering, training models, evaluating models, selecting which appropriate technologies to integrate, interoperability with open source, and more.  </p></div> <div class="text-button"> <div class="textCmpEnhancedButton-par parsys"> </div> </div> </div> </div> </div> </div> <div class="textcomponentenhanced section"> <div id="textcomponentenhance_21408393887167a4e6_2f52_4027_a7e7_0cec2d2dad2b"> <div class="general-container-text small-12 mob-p-content medium-12 tab-p-content large-12 lap-p-content large-12 d-p-content p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 "> <div class="text-center lap-text-center tab-text-center mob-text-center"> <p class="title color-black body-text"><b>A few featured leaders and experts interviewed include:</b></p> <div class="text-button"> <div 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tab-text-left mob-text-left"> <div class="description color-black body-text"><h4><span class="color-brand-green">Monica Rogati</span></h4> <p>AI and Data Science Advisor, Creator of the first ML Model for LinkedIn's "People You Know" Feature</p> <h4><span class="color-brand-green">Xiangting Kong</span></h4> <p>Expert Engineer, Tencent</p> <h4><span class="color-brand-green">Chris Wiggins</span></h4> <p>Chief Data Scientist, The New York Times</p> <h4><span class="color-brand-green">Jun Huang</span></h4> <p>Senior Technical Expert, Meituan</p></div> <div class="text-button"> <div class="textCmpEnhancedButton-par parsys"> </div> </div> </div> </div> </div> </div> </div> </div> <div class="singlecolumnborder"></div> </div> <div class="column right-column small-12 medium-6 large-6 "> <div class=""></div> <div class="background-none equi-height-col "> <div class="column-2 parsys"><div class="textcomponentenhanced section"> <div id="textcomponentenhancea95aa3dd_62f9_4778_aff2_660440a287a2"> <div class="general-container-text small-12 mob-p-content medium-12 tab-p-content large-12 lap-p-content large-12 d-p-content p-t-0 p-b-0 lap-p-t-0 lap-p-b-0 tab-p-t-0 tab-p-b-0 mob-p-t-0 mob-p-b-0 "> <div class="text-left lap-text-left tab-text-left mob-text-left"> <div class="description color-black body-text"><h4><span class="color-brand-green">Felipe Contratres</span></h4> <p>Tribe Leader of Personalization, Magalu (Magazine Luiza)</p> <h4><span class="color-brand-green">Vinny DeGenova</span></h4> <p>Associate Director of Data Science - Search & Recommendations, Wayfair</p> <h4><span class="color-brand-green">Even Oldridge</span></h4> <p>NVIDIA Merlin™ Engineering Lead, NVIDIA</p> <h4><span class="color-brand-green">Kannan Achan</span></h4> <p>Senior Director – Personalization and<br> Recommendations, Walmart Global Tech</p></div> <div class="text-button"> <div class="textCmpEnhancedButton-par parsys"> </div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <script> 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id="guideContainer-rootPanel-panel-panel-industrydropdownlist___guide-item" class="col-md-12" > <div class="industryDropdownList nvBaseDropdownList guidedropdownlist guidefield"> <div class="guideFieldNode guideDropDownList industry defaultFieldLayout" id="guideContainer-rootPanel-panel-panel-industrydropdownlist__" data-guide-view-bind="guideContainer-rootPanel-panel-panel-industrydropdownlist__" style="" > <div class="guideFieldLabel top" style="" data-richtext="false"><label for="guideContainer-rootPanel-panel-panel-industrydropdownlist___widget" id="guideContainer-rootPanel-panel-panel-industrydropdownlist___label">Industry</label></div> <div class="guideFieldWidget dropDownList" style=""> <select id="guideContainer-rootPanel-panel-panel-industrydropdownlist___widget" name="industry" style="" aria-describedby="guideContainer-rootPanel-panel-panel-industrydropdownlist___widget_desc"> <option value="" disabled selected>Industry </option> <option value="Aerospace"> Aerospace </option> 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id="guideContainer-rootPanel-panel-panel_1226329284___guide-item-container" class="guideLayout guideGridFluidLayout"> <div class="row"> <div id="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist___guide-item" class="col-md-12" > <div class="countryDropdownList nvBaseDropdownList guidedropdownlist guidefield"> <div class="guideFieldNode guideDropDownList country defaultFieldLayout" id="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist__" data-guide-view-bind="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist__" style="" > <div class="guideFieldLabel top" style="" data-richtext="false"><label for="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist___widget" id="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist___label">Location</label></div> <div class="guideFieldWidget dropDownList" style=""> <select id="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist___widget" name="country" style="" aria-describedby="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist___widget_desc"> <option value="" disabled selected>Location </option> <option value="AF"> Afghanistan </option> <option value=" AX"> Aland Islands </option> <option value=" AL"> Albania </option> <option value=" DZ"> Algeria </option> <option value=" AS"> American Samoa </option> <option value=" AD"> Andorra </option> <option value=" AO"> Angola </option> <option value=" AI"> Anguilla </option> <option value=" AQ"> Antarctica </option> <option value=" AG"> Antigua and Barbuda </option> <option value=" AR"> Argentina </option> <option value=" AM"> Armenia </option> <option value=" AW"> Aruba </option> <option value=" AU"> Australia </option> <option value=" AT"> Austria </option> <option value=" AZ"> Azerbaijan </option> <option value=" BS"> Bahamas </option> <option value=" BH"> Bahrain </option> <option value=" BD"> Bangladesh </option> <option value=" BB"> Barbados </option> <option value=" BY"> Belarus </option> <option value=" BE"> Belgium </option> <option value=" BZ"> Belize </option> <option value=" BJ"> Benin </option> <option value=" BM"> Bermuda </option> <option value=" BT"> Bhutan </option> <option value=" BO"> Bolivia </option> <option value=" BQ"> Bonaire, Sint Eustatius and Saba </option> <option value=" BA"> Bosnia and Herzegovina </option> <option value=" BW"> Botswana </option> <option value=" BV"> Bouvet Island </option> <option value=" BR"> Brazil </option> <option value=" IO"> British Indian Ocean Territory </option> <option value=" VG"> British Virgin Islands </option> <option value=" BN"> Brunei Darussalam </option> <option value=" BG"> Bulgaria </option> <option value=" BF"> Burkina Faso </option> <option value=" BI"> Burundi </option> <option value=" KH"> Cambodia </option> <option value=" CM"> Cameroon </option> <option value=" CA"> Canada </option> <option value=" CV"> Cape Verde </option> <option value=" KY"> Cayman Islands </option> <option value=" CF"> Central African Republic </option> <option value=" TD"> Chad </option> <option value=" CL"> Chile </option> <option value=" CN"> China </option> <option value=" CX"> Christmas Island </option> <option value=" CC"> Cocos (Keeling) Islands </option> <option value=" CO"> Colombia </option> <option value=" KM"> Comoros </option> <option value=" CG"> Congo </option> <option value=" CD"> Congo, Democratic Republic of the </option> <option value=" CK"> Cook Islands </option> <option value=" CR"> Costa Rica </option> <option value=" CI"> Cote D'Ivoire </option> <option value=" HR"> Croatia </option> <option value=" CU"> Cuba </option> <option value=" CW"> Curaçao </option> <option value=" CY"> Cyprus </option> <option value=" CZ"> Czech Republic </option> <option value=" DK"> Denmark </option> <option value=" DJ"> Djibouti </option> <option value=" DM"> Dominica </option> <option value=" DO"> Dominican Republic </option> <option value=" EC"> Ecuador </option> <option value=" EG"> Egypt </option> <option value=" SV"> El Salvador </option> <option value=" GQ"> Equatorial Guinea </option> <option value=" ER"> Eritrea </option> <option value=" EE"> Estonia </option> <option value=" SZ"> Eswatini </option> <option value=" ET"> Ethiopia </option> <option value=" FK"> Falkland Islands (Malvinas) </option> <option value=" FO"> Faroe Islands </option> <option value=" FJ"> Fiji </option> <option value=" FI"> Finland </option> <option value=" FR"> France </option> <option value=" GF"> French Guiana </option> <option value=" PF"> French Polynesia </option> <option value=" TF"> French Southern Territories </option> <option value=" GA"> Gabon </option> <option value=" GM"> Gambia </option> <option value=" GE"> Georgia </option> <option value=" DE"> Germany </option> <option value=" GH"> Ghana </option> <option value=" GI"> Gibraltar </option> <option value=" GR"> Greece </option> <option value=" GL"> Greenland </option> <option value=" GD"> Grenada </option> <option value=" GP"> Guadeloupe </option> <option value=" GU"> Guam </option> <option value=" GT"> Guatemala </option> <option value=" GG"> Guernsey </option> <option value=" GN"> Guinea </option> <option value=" GW"> Guinea-Bissau </option> <option value=" GY"> Guyana </option> <option value=" HT"> Haiti </option> <option value=" HM"> Heard Island and Mcdonald Islands </option> <option value=" HN"> Honduras </option> <option value=" HK"> Hong Kong </option> <option value=" HU"> Hungary </option> <option value=" IS"> Iceland </option> <option value=" IN"> India </option> <option value=" ID"> Indonesia </option> <option value=" IR"> Iran </option> <option value=" IQ"> Iraq </option> <option value=" IE"> Ireland </option> <option value=" IM"> Isle of Man </option> <option value=" IL"> Israel </option> <option value=" IT"> Italy </option> <option value=" JM"> Jamaica </option> <option value=" JP"> Japan </option> <option value=" JE"> Jersey </option> <option value=" JO"> Jordan </option> <option value=" KZ"> Kazakhstan </option> <option value=" KE"> Kenya </option> <option value=" KI"> Kiribati </option> <option value=" KP"> Korea Democratic People's Republic of </option> <option value=" KR"> Korea Republic of </option> <option value=" KW"> Kuwait </option> <option value=" KG"> Kyrgyzstan </option> <option value=" LA"> Lao People's Democratic Republic </option> <option value=" LV"> Latvia </option> <option value=" LB"> Lebanon </option> <option value=" LS"> Lesotho </option> <option value=" LR"> Liberia </option> <option value=" LY"> Libya </option> <option value=" LI"> Liechtenstein </option> <option value=" LT"> Lithuania </option> <option value=" LU"> Luxembourg </option> <option value=" MO"> Macao </option> <option value=" MG"> Madagascar </option> <option value=" MW"> Malawi </option> <option value=" MY"> Malaysia </option> <option value=" MV"> Maldives </option> <option value=" ML"> Mali </option> <option value=" MT"> Malta </option> <option value=" MH"> Marshall Islands </option> <option value=" MQ"> Martinique </option> <option value=" MR"> Mauritania </option> <option value=" MU"> Mauritius </option> <option value=" YT"> Mayotte </option> <option value=" MX"> Mexico </option> <option value=" FM"> Micronesia, Federated States of </option> <option value=" MD"> Moldova, Republic of </option> <option value=" MC"> Monaco </option> <option value=" MN"> Mongolia </option> <option value=" ME"> Montenegro </option> <option value=" MS"> Montserrat </option> <option value=" MA"> Morocco </option> <option value=" MZ"> Mozambique </option> <option value=" MM"> Myanmar </option> <option value=" NA"> Namibia </option> <option value=" NR"> Nauru </option> <option value=" NP"> Nepal </option> <option value=" NC"> New Caledonia </option> <option value=" NZ"> New Zealand </option> <option value=" NI"> Nicaragua </option> <option value=" NE"> Niger </option> <option value=" NG"> Nigeria </option> <option value=" NU"> Niue </option> <option value=" NF"> Norfolk Island </option> <option value=" MK"> North Macedonia </option> <option value=" MP"> Northern Mariana Islands </option> <option value=" NO"> Norway </option> <option value=" OM"> Oman </option> <option value=" PK"> Pakistan </option> <option value=" PW"> Palau </option> <option value=" PS"> Palestine, State of </option> <option value=" PA"> Panama </option> <option value=" PG"> Papua New Guinea </option> <option value=" PY"> Paraguay </option> <option value=" PE"> Peru </option> <option value=" PH"> Philippines </option> <option value=" PN"> Pitcairn </option> <option value=" PL"> Poland </option> <option value=" PT"> Portugal </option> <option value=" PR"> Puerto Rico </option> <option value=" QA"> Qatar </option> <option value=" RE"> Réunion </option> <option value=" RO"> Romania </option> <option value=" RU"> Russian Federation </option> <option value=" RW"> Rwanda </option> <option value=" SH"> Saint Helena </option> <option value=" KN"> Saint Kitts and Nevis </option> <option value=" LC"> Saint Lucia </option> <option value=" PM"> Saint Pierre and Miquelon </option> <option value=" VC"> Saint Vincent and the Grenadines </option> <option value=" BL"> Saint-Barthélemy </option> <option value=" MF"> Saint-Martin (French part) </option> <option value=" WS"> Samoa </option> <option value=" SM"> San Marino </option> <option value=" ST"> Sao Tome and Principe </option> <option value=" SA"> Saudi Arabia </option> <option value=" SN"> Senegal </option> <option value=" RS"> Serbia </option> <option value=" SC"> Seychelles </option> <option value=" SL"> Sierra Leone </option> <option value=" SG"> Singapore </option> <option value=" SX"> Sint Maarten </option> <option value=" SK"> Slovakia </option> <option value=" SI"> Slovenia </option> <option value=" SB"> Solomon Islands </option> <option value=" SO"> Somalia </option> <option value=" ZA"> South Africa </option> <option value=" GS"> South Georgia and the South Sandwich Islands </option> <option value=" SS"> South Sudan </option> <option value=" ES"> Spain </option> <option value=" LK"> Sri Lanka </option> <option value=" SD"> Sudan </option> <option value=" SR"> Suriname </option> <option value=" SJ"> Svalbard and Jan Mayen </option> <option value=" SE"> Sweden </option> <option value=" CH"> Switzerland </option> <option value=" SY"> Syria </option> <option value=" TW"> Taiwan </option> <option value=" TJ"> Tajikistan </option> <option value=" TZ"> Tanzania </option> <option value=" TH"> Thailand </option> <option value=" NL"> The Netherlands </option> <option value=" TL"> Timor-Leste </option> <option value=" TG"> Togo </option> <option value=" TK"> Tokelau </option> <option value=" TO"> Tonga </option> <option value=" TT"> Trinidad and Tobago </option> <option value=" TN"> Tunisia </option> <option value=" TR"> Turkey </option> <option value=" TM"> Turkmenistan </option> <option value=" TC"> Turks and Caicos Islands </option> <option value=" TV"> Tuvalu </option> <option value=" UG"> Uganda </option> <option value=" UA"> Ukraine </option> <option value=" AE"> United Arab Emirates </option> <option value=" GB"> United Kingdom </option> <option value=" US"> United States </option> <option value=" UM"> United States Minor Outlying Islands </option> <option value=" UY"> Uruguay </option> <option value=" UZ"> Uzbekistan </option> <option value=" VU"> Vanuatu </option> <option value=" VA"> Vatican City State </option> <option value=" VE"> Venezuela </option> <option value=" VN"> Viet Nam </option> <option value=" VI"> Virgin Islands U.S. </option> <option value=" WF"> Wallis and Futuna </option> <option value=" EH"> Western Sahara </option> <option value=" YE"> Yemen </option> <option value=" ZM"> Zambia </option> <option value=" ZW"> Zimbabwe </option> </select> </div> <div class="guideFieldError" id="guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist___widget_desc"> </div> </div></div> </div> </div> </div> <div class="section afEditorPlaceholder cq-placeholder" data-emptytext="Drag components here - panel-country"> </div> </div> </div> </div> </div> <div id="guideContainer-rootPanel-panel-panel_639726465___guide-item" class="col-md-6" > <div class="panel"> <div class="guidePanelNode panel-preferred-language " id="guideContainer-rootPanel-panel-panel_639726465__" data-path="/content/forms/af/nvidia-forms/ai-data-science/recsys-white-paper-landing-page-form/jcr:content/guideContainer/rootPanel/items/panel/items/panel_639726465" style=";" data-guide-view-bind="guideContainer-rootPanel-panel-panel_639726465__" > <div class="gridFluidLayout"> <div id="guideContainer-rootPanel-panel-panel_639726465___guide-item-container" class="guideLayout guideGridFluidLayout"> <div class="row"> <div id="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist___guide-item" class="col-md-12" > <div class="preferredLanguageDropdownList nvBaseDropdownList guidedropdownlist guidefield"> <div class="guideFieldNode guideDropDownList preferredLanguage defaultFieldLayout" id="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist__" data-guide-view-bind="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist__" style="" > <div class="guideFieldLabel top" style="" data-richtext="false"><label for="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist___widget" id="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist___label">Preferred Language</label></div> <div class="guideFieldWidget dropDownList" style=""> <select id="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist___widget" name="preferredLanguage" style="" aria-describedby="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist___widget_desc"> <option value="" disabled selected>Preferred Language </option> <option value="zh-cn"> Chinese (Simplified) </option> <option value="zh-tw"> Chinese (Traditional) </option> <option value="cs-cz"> Czech </option> <option value="da-dk"> Danish </option> <option value="nl-nl"> Dutch </option> <option value="en-au"> English (Australia) </option> <option value="en-gb"> English (GB) </option> <option value="en-in"> English (India) </option> <option value="en-my"> English (Malaysia) </option> <option value="en-ph"> English (Philippines) </option> <option value="en-sg"> English (Singapore) </option> <option value="en-us"> English (US) </option> <option value="fi-fi"> Finnish </option> <option value="fr-fr"> French </option> <option value="fr-be"> French (Belgium) </option> <option value="de-de"> German </option> <option value="de-at"> German (Austria) </option> <option value="id-id"> Indonesian </option> <option value="it-it"> Italian </option> <option value="ja-jp"> Japanese </option> <option value="ko-kr"> Korean </option> <option value="nl-be"> Netherlands (Belgium) </option> <option value="nb-no"> Norwegian </option> <option value="pl-pl"> Polish </option> <option value="pt-br"> Portuguese (Brazil) </option> <option value="ru-ru"> Russian </option> <option value="es-la"> Spanish (Latin America) </option> <option value="es-es"> Spanish (Spain) </option> <option value="sv-se"> Swedish </option> <option value="th-th"> Thai </option> <option value="tr-tr"> Turkish </option> <option value="vi-vn"> Vietnamese </option> </select> </div> <div class="guideFieldError" id="guideContainer-rootPanel-panel-panel_639726465-languagedropdownlist___widget_desc"> </div> </div></div> </div> </div> </div> <div class="section afEditorPlaceholder cq-placeholder" data-emptytext="Drag components here - panel-preferred-language"> </div> </div> </div> </div> </div> </div> <div class="row"> <div id="guideContainer-rootPanel-panel-panel_1898240172___guide-item" class="col-md-6" > <div class="panel"> <div class="guidePanelNode panel_18982401721588691829018 " id="guideContainer-rootPanel-panel-panel_1898240172__" data-path="/content/forms/af/nvidia-forms/ai-data-science/recsys-white-paper-landing-page-form/jcr:content/guideContainer/rootPanel/items/panel/items/panel_1898240172" style=";" data-guide-view-bind="guideContainer-rootPanel-panel-panel_1898240172__" > <div class="gridFluidLayout"> <div id="guideContainer-rootPanel-panel-panel_1898240172___guide-item-container" class="guideLayout guideGridFluidLayout"> <div class="row"> <div id="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist___guide-item" class="col-md-12" > <div class="guidedropdownlist guidefield"> <div class="guideFieldNode guideDropDownList state_conditional defaultFieldLayout" id="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist__" data-guide-view-bind="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist__" style="" > <div class="guideFieldLabel top" style="" data-richtext="false"><label for="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist___widget" id="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist___label">State/Province</label></div> <div class="guideFieldWidget dropDownList" style=""> <select id="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist___widget" name="state_conditional" style="" aria-describedby="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist___widget_desc"> <option value="" disabled selected>State/Province </option> <option value="Anhui"> 安徽 </option> <option value="Beijing"> 北京 </option> <option value="Chongqing"> 重庆 </option> <option value="Fujian"> 福建 </option> <option value="Guangdong"> 广东 </option> <option value="Gansu"> 甘肃 </option> <option value="Guangxi"> 广西 </option> <option value="Guizhou"> 贵州 </option> <option value="Hainan"> 海南 </option> <option value="Hubei"> 湖北 </option> <option value="Hebei"> 河北 </option> <option value="Henan"> 河南 </option> <option value="Heilongjiang"> 黑龙江 </option> <option value="Hunan"> 湖南 </option> <option value="Jilin"> 吉林 </option> <option value="Jiangsu"> 江苏 </option> <option value="Jiangxi"> 江西 </option> <option value="Liaoning"> 辽宁 </option> <option value="Neimongol"> 内蒙古 </option> <option value="Ningxia"> 宁夏 </option> <option value="Qinghai"> 青海 </option> <option value="Sichuan"> 四川 </option> <option value="Shandong"> 山东 </option> <option value="Shanghai"> 上海 </option> <option value="Shaanxi"> 陕西 </option> <option value="Shanxi"> 山西 </option> <option value="Tianjin"> 天津 </option> <option value="Xingjiang"> 新疆 </option> <option value="Xizang"> 西藏 </option> <option value="Yunnan"> 云南 </option> <option value="Zhejiang"> 浙江 </option> </select> </div> <div class="guideFieldError" id="guideContainer-rootPanel-panel-panel_1898240172-guidedropdownlist___widget_desc"> </div> </div></div> </div> </div> </div> <div class="section afEditorPlaceholder cq-placeholder" data-emptytext="Drag components here - Section"> </div> </div> </div> </div> </div> </div> <div class="row"> <div id="guideContainer-rootPanel-panel-enterpriseoptintopic___guide-item" class="col-md-12" > <div class="enterpriseOptinTopicsHiddenField baseOptinHiddenField nvBaseTextField guidetextbox guidefield"> <div class="guideFieldNode guideTextBox enterpriseOptIns defaultFieldLayout" id="guideContainer-rootPanel-panel-enterpriseoptintopic__" data-guide-view-bind="guideContainer-rootPanel-panel-enterpriseoptintopic__" style="" > <div class="guideFieldLabel top" style="" data-richtext="false"><label for="guideContainer-rootPanel-panel-enterpriseoptintopic___widget" id="guideContainer-rootPanel-panel-enterpriseoptintopic___label"></label></div> <div class="guideFieldWidget textField" style=""> <div class="optin-topics-field-name" data-name="enterpriseOptIns"></div> <input type="hidden" id="guideContainer-rootPanel-panel-enterpriseoptintopic___widget" name="enterpriseOptIns" value="Ent Topic - AI and DL" data-optin-topics="Ent Topic - AI and DL" data-target-audience="" style=""/> <label for="guideContainer-rootPanel-panel-enterpriseoptintopic___widget">enterpriseOptIns hidden field</label> </div> <div class="guideFieldError" id="guideContainer-rootPanel-panel-enterpriseoptintopic___widget_desc"> </div> </div></div> </div> </div> <div class="row"> <div id="guideContainer-rootPanel-panel-enterpriseoptincheck___guide-item" class="col-md-12" > <div class="enterpriseOptinCheckbox baseCheckBoxField nvBaseCheckboxField guidecheckbox guidefield"> <div class="guideFieldNode guideCheckBoxGroup enterpriseOptinCheckbox defaultFieldLayout" id="guideContainer-rootPanel-panel-enterpriseoptincheck__" data-guide-view-bind="guideContainer-rootPanel-panel-enterpriseoptincheck__" style="" > <div class="guideFieldWidget textField" style=""> <input type="checkbox" class="marketo-hidden-optin marketo-hidden-optin-enterprise optin-check" id="guideContainer-rootPanel-panel-enterpriseoptincheck___widget" name="enterpriseOptinCheckbox" data-optin-sentence='Enterprise Content' /> <span class="optin-sentence">Enterprise Content </span> </div> <script> $(window).load(function(){ let fieldName = 'enterpriseOptinCheckbox'; let globalOptinTargetAudience = ''; let globalOptinTopics = ''; let globalOptinTargetAudienceNonOptin = ''; if(fieldName !== '' && fieldName === 'globalOptinCheckbox'){ let globalOptinInputElement = document.getElementById('guideContainer-rootPanel-panel-globaloptintopicshid___widget'); if(globalOptinInputElement !== "undefined" && globalOptinInputElement !== null){ globalOptinTargetAudience = '::' + globalOptinInputElement.getAttribute('data-target-audience'); globalOptinTopics = globalOptinInputElement.getAttribute('data-optin-topics'); globalOptinTargetAudienceNonOptin = '::'; } if($('.marketo-hidden-optin-global').attr('type') === 'hidden'){ let optInSentence = $('.marketo-hidden-optin-global').attr('data-optin-sentence').split('::')[0]; $('.marketo-hidden-optin-global').attr('data-optin-sentence', optInSentence + globalOptinTargetAudience + "::true"); $('.marketo-hidden-optin-global').attr('data-optins', globalOptinTopics + "::" + optInSentence + globalOptinTargetAudience + "::true"); } } let chkBox = $('.'+ 'enterpriseOptinCheckbox').find('input[type="checkbox"]'); let optinSentence = $(chkBox).data('optin-sentence'); $(chkBox).attr('data-optin-sentence', optinSentence + globalOptinTargetAudienceNonOptin + "::false"); $("#" + $(chkBox).attr('id')).change(function(){ if($(this).is(':checked')){ $(chkBox).attr('data-optin-sentence', optinSentence + globalOptinTargetAudience + "::" + $(this).is(':checked')); } else { $(chkBox).attr('data-optin-sentence', optinSentence + globalOptinTargetAudienceNonOptin + "::" + $(this).is(':checked')); } }); }); </script> <div class="guideFieldError" id="guideContainer-rootPanel-panel-enterpriseoptincheck___desc"> </div> </div></div> </div> </div> <div class="row"> <div id="guideContainer-rootPanel-panel-developeroptintopics___guide-item" class="col-md-12" > <div class="developerOptinTopicsHiddenField baseOptinHiddenField nvBaseTextField guidetextbox guidefield"> <div class="guideFieldNode guideTextBox developerOptIns defaultFieldLayout" id="guideContainer-rootPanel-panel-developeroptintopics__" data-guide-view-bind="guideContainer-rootPanel-panel-developeroptintopics__" style="" > <div class="guideFieldLabel top" style="" data-richtext="false"><label for="guideContainer-rootPanel-panel-developeroptintopics___widget" id="guideContainer-rootPanel-panel-developeroptintopics___label"></label></div> <div class="guideFieldWidget textField" style=""> <div class="optin-topics-field-name" data-name="developerOptIns"></div> <input type="hidden" id="guideContainer-rootPanel-panel-developeroptintopics___widget" name="developerOptIns" value="Dev Topic - AI" data-optin-topics="Dev Topic - AI" data-target-audience="" style=""/> <label for="guideContainer-rootPanel-panel-developeroptintopics___widget">developerOptIns hidden field</label> </div> <div class="guideFieldError" id="guideContainer-rootPanel-panel-developeroptintopics___widget_desc"> </div> </div></div> </div> </div> <div class="row"> <div id="guideContainer-rootPanel-panel-developeroptincheckb___guide-item" class="col-md-12" > <div class="developerOptinCheckbox baseCheckBoxField nvBaseCheckboxField guidecheckbox guidefield"> <div class="guideFieldNode guideCheckBoxGroup developerOptinCheckbox defaultFieldLayout" id="guideContainer-rootPanel-panel-developeroptincheckb__" data-guide-view-bind="guideContainer-rootPanel-panel-developeroptincheckb__" style="" > <div class="guideFieldWidget textField" style=""> <input type="checkbox" class="marketo-hidden-optin marketo-hidden-optin-developer optin-check" id="guideContainer-rootPanel-panel-developeroptincheckb___widget" name="developerOptinCheckbox" data-optin-sentence='Developer Content' /> <span class="optin-sentence">Developer Content </span> </div> <script> $(window).load(function(){ let fieldName = 'developerOptinCheckbox'; let globalOptinTargetAudience = ''; let globalOptinTopics = ''; let globalOptinTargetAudienceNonOptin = ''; if(fieldName !== '' && fieldName === 'globalOptinCheckbox'){ let globalOptinInputElement = document.getElementById('guideContainer-rootPanel-panel-globaloptintopicshid___widget'); if(globalOptinInputElement !== "undefined" && globalOptinInputElement !== null){ globalOptinTargetAudience = '::' + globalOptinInputElement.getAttribute('data-target-audience'); globalOptinTopics = globalOptinInputElement.getAttribute('data-optin-topics'); globalOptinTargetAudienceNonOptin = '::'; } if($('.marketo-hidden-optin-global').attr('type') === 'hidden'){ let optInSentence = $('.marketo-hidden-optin-global').attr('data-optin-sentence').split('::')[0]; $('.marketo-hidden-optin-global').attr('data-optin-sentence', optInSentence + globalOptinTargetAudience + "::true"); $('.marketo-hidden-optin-global').attr('data-optins', globalOptinTopics + "::" + optInSentence + 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eval(\\\"$(window).load(function(){\\\\n (function(window, $){\\\\n var lang = $('html').prop('lang');\\\\n//console.log(lang);\\\\nif(lang === 'zh-cn') {\\\\n console.log('inside zh-cn');\\\\n var event;\\\\n\\t\\tif (typeof (Event) === 'function') {\\\\n\\t\\t\\tevent = new Event('change');\\\\n\\t\\t} else {\\\\n\\t\\t\\tevent = document.createEvent('Event');\\\\n\\t\\t\\tevent.initEvent('change', true, true);\\\\n\\t\\t}\\\\n var selectTag = $('.country').find('.guideFieldWidget select');\\\\n\\t$('.country').find('.guideFieldWidget select option[value=\\\\\\\"China\\\\\\\"]').prop('selected', true);\\\\n $(selectTag).get(0).dispatchEvent(event);\\\\n $(selectTag).selectmenu('refresh');\\\\n}\\\\n})(window, jQuery); \\\\n});\\\");\\n \\n} catch (e) {\\n window.guideBridge._guide.logger().error(\\\"AF\\\",\\\"Failed to execute rule: \\\" + e);\\n}\\n\",\"layout\":{\"templateId\":\"guideContainer-rootPanel-panel-panel_1226329284-layout__\",\"id\":\"\",\"jcr:path\":\"/content/forms/af/nvidia-forms/ai-data-science/recsys-white-paper-landing-page-form/jcr:content/guideContainer/rootPanel/items/panel/items/panel_1226329284/layout\",\"toolbarPosition\":\"Bottom\",\"columns\":\"1\",\"sling:resourceType\":\"fd/af/layouts/gridFluidLayout\",\"nonNavigable\":true},\"items\":{\"countrydropdownlist\":{\"templateId\":\"guideContainer-rootPanel-panel-panel_1226329284-countrydropdownlist__\",\"id\":\"\",\"jcr:path\":\"/content/forms/af/nvidia-fragments/fields/country/jcr:content/guideContainer/rootPanel/items/countrydropdownlist\",\"guideNodeClass\":\"guideDropDownList\",\"jcr:title\":\"Location\",\"optionsLoadPath\":\"/etc/designs/nvidiaGDC/dropDownLists/country\",\"options\":[\"AF=Afghanistan\",\"AX=Aland Islands\",\"AL=Albania\",\"DZ=Algeria\",\"AS=American 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