In this video, learn how to deeply know an algorithm, what it means to know what is happening within an algorithm, how is it created, and how it can be understood and monitored.
- [Instructor] Algorithm design. … Taking a step back, … we've spoken generally about what algorithms are … and some elements of why it's important … that they're responsible. … But what exactly is a process of creating an algorithm … and what exact steps are needed to make it responsible? … Every project can be seen as a set of winding roads, … and in a way, it follows a similar process, … a familiar process, … but they're all different in their own way. … I'll go through a number of different steps … along an algorithm design process … and how you can add responsible elements. … How can we follow a responsible process? … How can the current process change? … Current process that I have starts with a purpose. … This is usually a business case or a driving reason … why you'd need an automated decision system. … This can take the form of a living document … or a shared plan between a project team. … The second step involves sampling of the data … to build the system. … A number of people believe that this …
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2. Overview and Risks
4. Best Practices
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