In this video, learn how to deeply know a decision, something that has been debated for decades but can be easily audited with current technology.
- [Instructor] Decision design. … Getting a model into production is challenging enough, … but it's only the beginning. … It's also in a long-forgotten stage … after the decision part takes over. … Well, perhaps not forgotten, but more of a mystical stage … where the creative steps that were taken … now need to be managed in the real world. … A simple description would be … a number of doors to choose from, … or a number of different paths … that need to be taken with the model. … If the creation process is a winding road, … the decision process is like infinite roads, … many different ways to use the newly casted tools. … Again, it starts with purpose. … The first stage is to review … exactly what was the need of the model originally. … The cost of decision then needs … to also be continually reviewed. … So this is both the benefit … of having an improved automatic decision, … and the cost of making an incorrect decision. … The manual override process is a way of going back in time …
Skill Level Beginner
Becoming an AI-First Product Leaderwith Tomer Cohen32m 37s Beginner
Debiasing AI Using Amazon SageMakerwith Kesha Williams1h 42m Intermediate
AI in Business Essential Trainingwith Michael McDonald1h 25m Intermediate
2. Overview and Risks
4. Best Practices
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