{"id":2608,"date":"2023-07-14T16:43:00","date_gmt":"2023-07-14T11:13:00","guid":{"rendered":"https:\/\/www.analyticsvidhya.com\/datahack-summit-2023\/?page_id=2608"},"modified":"2023-07-21T12:44:03","modified_gmt":"2023-07-21T07:14:03","slug":"winning-competitions-with-feature-engineering","status":"publish","type":"page","link":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/","title":{"rendered":"Winning Competitions with Feature Engineering"},"content":{"rendered":"<p><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Dive into the world of feature engineering in this captivating session, where our speaker reveals how this pivotal aspect of machine learning catapulted them to the top 3 positions in over 40 data science competitions. Feature engineering, the crux of effective machine learning models, not only improves accuracy but also helps deal with real-world, complex data.\\n\\nThe speaker will guide you through their competitive journey, offering an overview of the various challenges faced across different competitions. This provides a backdrop for the comprehensive exploration of feature engineering techniques that underpinned their success, including interaction features, polynomial features, and more.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:17407,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16777215},&quot;5&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;6&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;7&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;8&quot;:{&quot;1&quot;:[{&quot;1&quot;:2,&quot;2&quot;:0,&quot;5&quot;:{&quot;1&quot;:2,&quot;2&quot;:0}},{&quot;1&quot;:0,&quot;2&quot;:0,&quot;3&quot;:3},{&quot;1&quot;:1,&quot;2&quot;:0,&quot;4&quot;:1}]},&quot;9&quot;:1,&quot;10&quot;:1,&quot;11&quot;:3,&quot;12&quot;:0,&quot;17&quot;:1}\">Dive into the world of feature engineering in this captivating session, where our speaker reveals how this pivotal aspect of machine learning catapulted them to the top 3 positions in over 40 data science competitions. Feature engineering, the crux of effective machine learning models, not only improves accuracy but also helps deal with real-world, complex data.<\/span><\/p>\n<p>The speaker will guide you through their competitive journey, offering an overview of the various challenges faced across different competitions. This provides a backdrop for the comprehensive exploration of feature engineering techniques that underpinned their success, including interaction features, polynomial features, and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dive into the world of feature engineering in this captivating session, where our speaker reveals how this pivotal aspect of machine learning catapulted them to the top 3 positions in over 40 data science competitions. Feature engineering, the crux of effective machine learning models, not only improves accuracy but also helps deal with real-world, complex [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2609,"parent":1126,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"session-details.php","meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Winning Competitions with Feature Engineering - DataHack Summit 2023<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Winning Competitions with Feature Engineering - DataHack Summit 2023\" \/>\n<meta property=\"og:description\" content=\"Dive into the world of feature engineering in this captivating session, where our speaker reveals how this pivotal aspect of machine learning catapulted them to the top 3 positions in over 40 data science competitions. Feature engineering, the crux of effective machine learning models, not only improves accuracy but also helps deal with real-world, complex [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/\" \/>\n<meta property=\"og:site_name\" content=\"DataHack Summit 2023\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-21T07:14:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-content\/uploads\/2023\/07\/s-feature-engeneering-.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"500\" \/>\n\t<meta property=\"og:image:height\" content=\"250\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/\",\"url\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/\",\"name\":\"Winning Competitions with Feature Engineering - DataHack Summit 2023\",\"isPartOf\":{\"@id\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/#website\"},\"datePublished\":\"2023-07-14T11:13:00+00:00\",\"dateModified\":\"2023-07-21T07:14:03+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Session\",\"item\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Winning Competitions with Feature Engineering\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/#website\",\"url\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/\",\"name\":\"DataHack Summit 2023\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Winning Competitions with Feature Engineering - DataHack Summit 2023","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/","og_locale":"en_US","og_type":"article","og_title":"Winning Competitions with Feature Engineering - DataHack Summit 2023","og_description":"Dive into the world of feature engineering in this captivating session, where our speaker reveals how this pivotal aspect of machine learning catapulted them to the top 3 positions in over 40 data science competitions. Feature engineering, the crux of effective machine learning models, not only improves accuracy but also helps deal with real-world, complex [&hellip;]","og_url":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/","og_site_name":"DataHack Summit 2023","article_modified_time":"2023-07-21T07:14:03+00:00","og_image":[{"width":500,"height":250,"url":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-content\/uploads\/2023\/07\/s-feature-engeneering-.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/","url":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/","name":"Winning Competitions with Feature Engineering - DataHack Summit 2023","isPartOf":{"@id":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/#website"},"datePublished":"2023-07-14T11:13:00+00:00","dateModified":"2023-07-21T07:14:03+00:00","breadcrumb":{"@id":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/winning-competitions-with-feature-engineering\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/"},{"@type":"ListItem","position":2,"name":"Session","item":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/"},{"@type":"ListItem","position":3,"name":"Winning Competitions with Feature Engineering"}]},{"@type":"WebSite","@id":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/#website","url":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/","name":"DataHack Summit 2023","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/pages\/2608"}],"collection":[{"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/comments?post=2608"}],"version-history":[{"count":5,"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/pages\/2608\/revisions"}],"predecessor-version":[{"id":3023,"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/pages\/2608\/revisions\/3023"}],"up":[{"embeddable":true,"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/pages\/1126"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/media\/2609"}],"wp:attachment":[{"href":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/wp-json\/wp\/v2\/media?parent=2608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}