Learn how the Adadelta optimization algorithm really works by coding it from the ground up in Python. Perfect for ML enthusiasts who want to go beyond the black box!

Understand how the Adagrad optimizer works and build it from scratch in Python—step-by-step and beginner-friendly.

This unit will introduce middle school students to basic Python programming concepts while exploring space science themes. The unit will culminate in a final project where students create a simple ...

Next, we introduce the heap data structure and the basic properties of heaps. This is followed by algorithms for insertion, deletion and finding the minimum element of a heap along with their time ...

Mathematical Background: We expect that the student is comfortable with basic mathematics at the level of a U.S. first-year college STEM student. This includes basic notions such as sets and functions ...