Learn how to implement backpropagation using automatic differentiation from the ground up in Python—no libraries, just pure logic and math!

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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 ...