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

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 ...