In this video, learn how algorithms are deployed in the world.
- [Narrator] Applied machine learning. … Just taking a step back and looking at the big picture. … In this course responsible AI, will talk about … the creation of models, how they're implemented … and different steps to actually … check if they've been used responsibly. … But I thought I'd just start off … with a high level view of exactly what is the point … of model development and deployment. … And how it looks end to end. … So, this deployment comes under the banner … of applied machine learning. … So, applied machine learning, … starts with an amount of research and development … into creating an algorithm or machine learning model. … Implementing that model, monitoring that model … and then ensuring that it's been used responsibly. … This process usually starts with … finding an organization problem. … So, finding some type of use case or business case, … within an organization that needs to be, … for lack of a better term automated. … There needs to be some type of enhancement to this process. …
Author
Released
10/28/2020Skill Level Beginner
Duration
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Introduction
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1. Introduction
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Introduction1m 32s
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What is AI?1m 41s
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Example case studies1m 5s
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2. Overview and Risks
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Risks of irresponsible AI1m 40s
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Challenge: Brainstorm a risk1m 12s
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3. Comprehension
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Understanding algorithms2m 54s
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Understanding decisions1m 39s
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4. Best Practices
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Global policies2m 13s
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Best practice2m 42s
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Challenge: Policy search1m 9s
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Solution: Policy search2m 28s
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Conclusion
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Video: A day in the life of an algorithm