Learn how the Adagrad optimization algorithm works and see how to implement it step by step in pure Python — perfect for ...

With Python version 3.6, f Strings were released as a much more convenient way of adding variables inside of strings or actually embedding expressions. In this video, I will be going over 5 useful f ...

IBM’s Uncertainty Qualification 360 is an open source library of Python algorithms for quantifying, estimating, and communicating the uncertainty of machine learning models. IBM has created an ...

Using a range of real datasets and basic Python libraries for data manipulation, vector/matrix algebra, and automatic differentiation students will code up - from scratch - fundamental optimization ...