From the course: Introduction to Responsible AI Algorithm Design
Join today to access over 22,500 courses taught by industry experts or purchase this course individually.
Understanding decisions
From the course: Introduction to Responsible AI Algorithm Design
Understanding decisions
- [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…
Practice while you learn with exercise files
Download the files the instructor uses to teach the course. Follow along and learn by watching, listening and practicing.
Download courses and learn on the go
Watch courses on your mobile device without an internet connection. Download courses using your iOS or Android LinkedIn Learning app.