{"id":61548,"date":"2021-12-13T08:44:44","date_gmt":"2021-12-13T08:44:44","guid":{"rendered":"https:\/\/www.intelligentcio.com\/eu\/?page_id=61548"},"modified":"2024-11-05T16:20:57","modified_gmt":"2024-11-05T16:20:57","slug":"machine-learning-engineering-for-the-real-world","status":"publish","type":"lead-generation","link":"https:\/\/www.intelligentcio.com\/eu\/lead-generation\/machine-learning-engineering-for-the-real-world\/","title":{"rendered":"Machine Learning Engineering for the Real World"},"content":{"rendered":"<div class=\"wp-brand-logo text-center\"><img decoding=\"async\" src=\"https:\/\/www.intelligentcio.com\/eu\/wp-content\/uploads\/sites\/20\/2021\/12\/Presented-By-Databricks.png\" alt=\"Logo\"><\/div>\n<div class=\"wp-title text-center\" id=\"databricks-blue\">\n<h1>Machine Learning Engineering for the Real World<\/h1>\n<p>A step-by-step guide to take your ML projects from planning to production<\/p>\n<\/div>\n<div class=\"wp-inner-content\">\n<div class=\"col-md-6\">\n<div style=\"text-align: center; padding-bottom: 10px;\"><img decoding=\"async\" src=\"https:\/\/www.intelligentcio.com\/eu\/wp-content\/uploads\/sites\/20\/2021\/12\/Machine-Learning-Engineering-for-the-Real-World-Email-Banner.png\" alt=\"whitepaper\"><\/div>\n<p><strong>About 80% of machine learning projects die before production. Read this eBook to learn how to avoid the common pitfalls and scale your projects successfully.<\/strong><\/p>\n<p>More than 80% of machine learning (ML) projects are scrapped before production. Learn how to overcome the many pitfalls of the ML lifecycle in this new eBook. Based on the soon-to-be-published \u201cMachine Learning Engineering in Action\u201d book from Manning Publications, it provides a step-by-step guide to help you plan, develop and deploy your ML projects at scale.<\/p>\n<p><strong>Download this eBook to learn:<\/strong><\/p>\n<ul>\n<li>How to take ML projects from planning to production<\/li>\n<li>Why ML projects fail and how to avoid common mistakes<\/li>\n<li>How to productionize and make ML work at scale<\/li>\n<li>How technologies and processes interact in a large ML initiative<\/li>\n<\/ul>\n<\/div>\n<div class=\"col-md-6\">\n<h3 style=\"text-align: center;\">Download eBook<\/h3>\n\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f61549-o1\" lang=\"en-GB\" dir=\"ltr\" data-wpcf7-id=\"61549\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/eu\/wp-json\/wp\/v2\/lead-generation\/61548#wpcf7-f61549-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"61549\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.7\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_GB\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f61549-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7cf_hidden_group_fields\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_hidden_groups\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_visible_groups\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_repeaters\" value=\"[]\" \/><input type=\"hidden\" name=\"_wpcf7cf_steps\" value=\"{}\" \/><input type=\"hidden\" name=\"_wpcf7cf_options\" value=\"{&quot;form_id&quot;:61549,&quot;conditions&quot;:[{&quot;then_field&quot;:&quot;-1&quot;,&quot;and_rules&quot;:[{&quot;if_field&quot;:&quot;-1&quot;,&quot;operator&quot;:&quot;equals&quot;,&quot;if_value&quot;:&quot;Other&quot;}]}],&quot;settings&quot;:{&quot;animation&quot;:&quot;yes&quot;,&quot;animation_intime&quot;:200,&quot;animation_outtime&quot;:200,&quot;conditions_ui&quot;:&quot;normal&quot;,&quot;notice_dismissed&quot;:false,&quot;repeater_remove_button&quot;:&quot;bottom&quot;,&quot;notice_dismissed_rollback-cf7-5.6.2&quot;:true,&quot;notice_dismissed_update-cf7-5.9.4&quot;:true,&quot;notice_dismissed_update-cf7-5.9.6&quot;:true,&quot;notice_dismissed_update-cf7-5.9.8&quot;:true}}\" \/>\n<\/fieldset>\n<div class=\"wpcf7-turnstile cf-turnstile\" data-sitekey=\"0x4AAAAAAB5CLHeVt1RTji7B\" data-response-field-name=\"_wpcf7_turnstile_response\"><\/div>\n\n<table width=\"100%\" border=\"0\" cellpadding=\"3\" id=\"whitepaper-form\">\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><strong>First Name<\/strong><span class=\"required\">*<\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><strong>Last Name<\/strong><span class=\"required\">*<\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><strong>Company<\/strong><span class=\"required\">*<\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"Company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"Company\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><strong>Company Email<\/strong><span class=\"required\">*<\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"biz-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"biz-email\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><strong>Title<\/strong><span class=\"required\">*<\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"title\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"title\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><strong>Phone Number<\/strong><span class=\"required\">*<\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<tr>\n\t\t<td align=\"left\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"biz-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" aria-required=\"true\" aria-invalid=\"false\" value=\"\" type=\"tel\" name=\"biz-phone\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n<\/table>\n<table>\n\t<tr>\n\t\t<td align=\"left\" colspan=\"2\">\n\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"agree\"><span class=\"wpcf7-form-control wpcf7-checkbox\"><span class=\"wpcf7-list-item first last\"><input type=\"checkbox\" name=\"agree[]\" value=\"By\" \/><span class=\"wpcf7-list-item-label\">By<\/span><\/span><\/span><\/span> clicking here you'll be kept informed with Databricks' updates and you agree with Databricks' <a target=\"_blank\" href=\"https:\/\/databricks.com\/privacypolicy\">Privacy policy<\/a>.\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n\t<td colspan=\"2\">\n\t\t<p>&nbsp;\n\t\t<\/p>\n\t<\/td>\n\t<tr>\n\t\t<td width=\"150\" class=\"databricks-red\" align=\"left\">\n\t\t\t<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Read the eBook\" \/>\n\t\t\t<\/p>\n\t\t<\/td>\n\t\t<td align=\"left\">\n\t\t\t<p>&nbsp;\n\t\t\t<\/p>\n\t\t<\/td>\n\t<\/tr>\n<\/table><p style=\"display: none !important;\" class=\"akismet-fields-container\" data-prefix=\"_wpcf7_ak_\"><label>&#916;<textarea name=\"_wpcf7_ak_hp_textarea\" cols=\"45\" rows=\"8\" maxlength=\"100\"><\/textarea><\/label><input type=\"hidden\" id=\"ak_js_1\" name=\"_wpcf7_ak_js\" value=\"89\"\/><script>\ndocument.getElementById( \"ak_js_1\" ).setAttribute( \"value\", ( new Date() ).getTime() );\n<\/script>\n<\/p><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n<\/div>\n<\/div>\n","protected":false},"author":1,"featured_media":61552,"template":"","meta":{"_acf_changed":false},"lpm":[],"whitepaper_category":[16757],"class_list":["post-61548","lead-generation","type-lead-generation","status-publish","has-post-thumbnail","hentry","whitepaper_category-databricks"],"acf":[],"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/lead-generation\/61548","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/lead-generation"}],"about":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/types\/lead-generation"}],"author":[{"embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/users\/1"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/media\/61552"}],"wp:attachment":[{"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/media?parent=61548"}],"wp:term":[{"taxonomy":"lpm","embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/lpm?post=61548"},{"taxonomy":"whitepaper_category","embeddable":true,"href":"https:\/\/www.intelligentcio.com\/eu\/wp-json\/wp\/v2\/whitepaper_category?post=61548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}