{"product_id":"self-paced-ml-301-ml-and-ai-in-safety-critical-tasks","title":"SELF-PACED: ML 301 - ML and AI in Safety Critical Tasks","description":"\u003ch4\u003eCourse Description:\u003c\/h4\u003e\n\u003carticle\u003e\n\u003cp\u003e\u003cspan\u003eRecent advances in Machine Learning (ML) and Artificial Intelligence (AI) are leading to increased ML and AI deployment in commercial and personal applications.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eML and AI deployment in safety critical applications carries increased risk of adverse events. In this course we will review important topics for ML and AI being used in safety critical tasks, including:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan\u003eIntroduction to Machine Learning: challenges for safety\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eFunctional Safety Standards guidance on ML and AI\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eTypical ML paradigms for safety applications\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eConcepts for safe ML data analysis\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eML statistical analysis for safety applications\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eSynthetic data and generated data: risks and opportunities\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cspan\u003eThe course will include a mix of theory-based sessions and practical (coding) sessions using Python.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/article\u003e\n\u003cp\u003e\u003cstrong\u003eAccess Time:\u003c\/strong\u003e  60 Days\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003ePresenter:\u003c\/strong\u003e\u003cspan\u003e Dr. Molly O'Brien\u003c\/span\u003e\u003c\/p\u003e","brand":"exida","offers":[{"title":"Default Title","offer_id":54302542364985,"sku":null,"price":1195.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0769\/0789\/files\/42de9361-265b-43f1-a64b-46399276b4b0.jpg?v=1689083387","url":"https:\/\/www.shopexida.com\/products\/self-paced-ml-301-ml-and-ai-in-safety-critical-tasks","provider":"exida","version":"1.0","type":"link"}