{"id":5646339,"date":"2022-07-27T13:54:58","date_gmt":"2022-07-27T17:54:58","guid":{"rendered":"https:\/\/lightning.ai\/pages\/?p=5646339"},"modified":"2023-01-13T16:16:36","modified_gmt":"2023-01-13T21:16:36","slug":"reduce-infrastructure-cost-by-moving-beyond-mlops","status":"publish","type":"post","link":"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/","title":{"rendered":"Reduce Infrastructure Cost by Moving Beyond MLOps"},"content":{"rendered":"<h2>About this Webinar<\/h2>\n<p>One of the biggest challenges facing ML practitioners and businesses today is building the complex infrastructure required to run a ML system in production. Historically, going from zero to one in machine learning required a huge amount of compute resources, cloud experts, and DevOps engineers, which limited the deployment of ML technology to companies with deep pockets. Regardless of whether you\u2019re training models for state of the art research, building simple demos, or creating end-to-end systems for an industry use case, you need a machine learning infrastructure that can scale cost in the same way that the cloud does.<\/p>\n<p>Join Lightning CTO Luca Antiga and VP of Marketing Mike Bilodeau as they discuss the causes behind the exploding cost of MLOps and how Lightning AI reduces both the cost and time needed to build AI-powered products and services.<\/p>\n<p>Key takeaways:<\/p>\n<ul>\n<li>Why platform standardization is the key to solving the fragmentation problem in ML<\/li>\n<li>How to move beyond MLOps and reduce infrastructure costs by 30-65%<\/li>\n<li>How to turn your models into scalable ML systems in days, not months<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>About this Webinar One of the biggest challenges facing ML practitioners and businesses today is building the complex infrastructure required to run a ML system in production. Historically, going from zero to one in machine learning required a huge amount of compute resources, cloud experts, and DevOps engineers, which limited the deployment of ML technology<a class=\"excerpt-read-more\" href=\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\" title=\"ReadReduce Infrastructure Cost by Moving Beyond MLOps\">&#8230; Read more &raquo;<\/a><\/p>\n","protected":false},"author":16,"featured_media":5646475,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[72],"tags":[],"glossary":[],"acf":{"additional_authors":false,"hide_from_archive":false,"content_type":"Webinar","custom_styles":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Reduce Infrastructure Cost by Moving Beyond MLOps - Lightning AI<\/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:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Reduce Infrastructure Cost by Moving Beyond MLOps | Webinar\" \/>\n<meta property=\"og:description\" content=\"About this Webinar One of the biggest challenges facing ML practitioners and businesses today is building the complex infrastructure required to run a ML system in production. Historically, going from zero to one in machine learning required a huge amount of compute resources, cloud experts, and DevOps engineers, which limited the deployment of ML technology... Read more &raquo;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\" \/>\n<meta property=\"og:site_name\" content=\"Lightning AI\" \/>\n<meta property=\"article:published_time\" content=\"2022-07-27T17:54:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-01-13T21:16:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2022\/07\/Webinar-Social-Post.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"JP Hennessy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Reduce Infrastructure Cost by Moving Beyond MLOps | Webinar\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2022\/07\/Webinar-Social-Post.png\" \/>\n<meta name=\"twitter:creator\" content=\"@LightningAI\" \/>\n<meta name=\"twitter:site\" content=\"@LightningAI\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"JP Hennessy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\"},\"author\":{\"name\":\"JP Hennessy\",\"@id\":\"https:\/\/lightning.ai\/pages\/#\/schema\/person\/2518f4d5541f8e98016f6289169141a6\"},\"headline\":\"Reduce Infrastructure Cost by Moving Beyond MLOps\",\"datePublished\":\"2022-07-27T17:54:58+00:00\",\"dateModified\":\"2023-01-13T21:16:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\"},\"wordCount\":188,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/lightning.ai\/pages\/#organization\"},\"image\":{\"@id\":\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2022\/07\/Webinar-Social-Post.png\",\"articleSection\":[\"Webinar\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\",\"url\":\"https:\/\/lightning.ai\/pages\/webinar\/reduce-infrastructure-cost-by-moving-beyond-mlops\/\",\"name\":\"Reduce Infrastructure Cost by Moving Beyond MLOps - 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