{"id":5801,"date":"2022-08-03T06:28:52","date_gmt":"2022-08-03T06:28:52","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2022\/08\/03\/mastering-mlops-live-model-deployment-inference-course-with-stefan-krawczyk\/"},"modified":"2022-08-03T06:28:52","modified_gmt":"2022-08-03T06:28:52","slug":"mastering-mlops-live-model-deployment-inference-course-with-stefan-krawczyk","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2022\/08\/03\/mastering-mlops-live-model-deployment-inference-course-with-stefan-krawczyk\/","title":{"rendered":"Mastering MLOps: Live Model Deployment &amp; Inference Course with Stefan Krawczyk"},"content":{"rendered":"<p>Author: MLM Team<\/p>\n<div>\n<div style=\"float: right; color: #808080;\">Sponsored Post<\/div>\n<p><a href=\"https:\/\/www.getsphere.com\/ml-engineering\/mastering-model-deployment-and-inference?source=Sphere-Other-72622-mlm_text-1\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13791 size-full\" src=\"https:\/\/machinelearningmastery.com\/wp-content\/uploads\/2022\/07\/Medium-Banner.png\" alt=\"\" width=\"1884\" height=\"972\" srcset=\"https:\/\/machinelearningmastery.com\/wp-content\/uploads\/2022\/07\/Medium-Banner.png 1884w, https:\/\/machinelearningmastery.com\/wp-content\/uploads\/2022\/07\/Medium-Banner-300x155.png 300w, https:\/\/machinelearningmastery.com\/wp-content\/uploads\/2022\/07\/Medium-Banner-1024x528.png 1024w, https:\/\/machinelearningmastery.com\/wp-content\/uploads\/2022\/07\/Medium-Banner-768x396.png 768w, https:\/\/machinelearningmastery.com\/wp-content\/uploads\/2022\/07\/Medium-Banner-1536x792.png 1536w\" sizes=\"(max-width: 1884px) 100vw, 1884px\"><\/a><\/p>\n<p><span style=\"font-weight: 400;\">AI &amp; Machine Learning now power most product experiences even beyond those of the big technology companies. Today, your models must perform and function correctly to ultimately deliver business value. The cost of deploying a slow or bad model, or not detecting undesirable behavior quickly, could significantly impact customer experience and the business\u2019 bottom line.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Stefan Krawczky has spent the last 15+ years working on this exact problem at companies like Stitch Fix, Nextdoor, and LinkedIn. He has successfully streamlined the model \u2018productionalization\u2019 process for hundreds of the best data scientists and machine learning engineers. He has also built and managed the infrastructure to create, deploy, and track tens of thousands of models using MLOps best practices.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u200d<\/span><span style=\"font-weight: 400;\">Over the course of four 2-hr sessions with Stefan and other top ML professionals, you will:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Learn to identify, avoid, and prevent common ML outages<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Review industry case studies to learn common approaches for scaling model inference<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Evaluate and extrapolate tactics from Stitch Fix\u2019s production deployment strategy\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Discuss the best tooling for improving model observability<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Plus, unlike other online platforms, these sessions on Sphere will give students the unique opportunity to work directly with Stefan on industry-specific scenarios to upskill their MLOps knowledge while networking with other top-tier ML professionals. Since the course is also fully accredited, most students can expense the course using their employee L&amp;D budget.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.getsphere.com\/ml-engineering\/mastering-model-deployment-and-inference\/?source=Sphere-Other-72622-mlm_text-1\"><span style=\"font-weight: 400;\">Sign up to Master Model Deployment &amp; Inference today<\/span><\/a><\/p>\n<p>The post <a rel=\"nofollow\" href=\"https:\/\/machinelearningmastery.com\/mastering-mlops-live-model-deployment-inference-course-with-stefan-krawczyk\/\">Mastering MLOps: Live Model Deployment &amp; Inference Course with Stefan Krawczyk<\/a> appeared first on <a rel=\"nofollow\" href=\"https:\/\/machinelearningmastery.com\/\">Machine Learning Mastery<\/a>.<\/p>\n<\/div>\n<p><a href=\"https:\/\/machinelearningmastery.com\/mastering-mlops-live-model-deployment-inference-course-with-stefan-krawczyk\/\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: MLM Team Sponsored Post AI &amp; Machine Learning now power most product experiences even beyond those of the big technology companies. Today, your models [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2022\/08\/03\/mastering-mlops-live-model-deployment-inference-course-with-stefan-krawczyk\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":5802,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[24],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5801"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=5801"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/5801\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/5802"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=5801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=5801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=5801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}