{"id":3467,"date":"2021-03-11T11:19:19","date_gmt":"2021-03-11T16:19:19","guid":{"rendered":"https:\/\/chrisgrundemann.com\/?post_type=avada_portfolio&#038;p=3467"},"modified":"2021-03-12T11:19:34","modified_gmt":"2021-03-12T16:19:34","slug":"snorkel-takes-a-programmatic-approach-to-training-data","status":"publish","type":"avada_portfolio","link":"https:\/\/chrisgrundemann.com\/index.php\/portfolio\/snorkel-takes-a-programmatic-approach-to-training-data\/","title":{"rendered":"Snorkel Takes a Programmatic Approach to Training Data"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>More and more companies and organizations are relying on artificial intelligence, and specifically supervised machine learning to build applications smart enough to compete in the 21<sup>st<\/sup>\u00a0century. While this pursuit comes with several potential challenges, one of the biggest may very well be the need for relevant training data that is quickly available and free from bias. Over the past four years, a team from Stanford has created both an open-source project and a commercial platform to meet this challenge; they call it\u00a0<a href=\"https:\/\/www.snorkel.ai\/\">Snorkel<\/a>&#8230;<\/p>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/gestaltit.com\/exclusive\/chrisgrundemann\/solving-ais-data-problem-snorkel-takes-a-programmatic-approach-to-training-data\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Keep Reading<\/span><\/a><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4261,"featured_media":3468,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"portfolio_category":[981],"portfolio_skills":[989],"portfolio_tags":[1004,1049,990,986,1050],"class_list":["post-3467","avada_portfolio","type-avada_portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-content-creation","portfolio_skills-blogging","portfolio_tags-ai","portfolio_tags-artificial-intelligence","portfolio_tags-blog","portfolio_tags-gestaltit","portfolio_tags-snorkel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Snorkel Takes a Programmatic Approach to Training Data ~ Chris Grundemann<\/title>\n<meta name=\"robots\" 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