Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...

Within each content area, there are one or more tutorials. Each tutorial consists of lessons. Each lesson should be a page detailing the concept being taught, along with sample code. Lesson and page ...

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...

This repository contains instructional materials to support various introductory Python programming courses. Students using these materials should consult their respective syllabus to know which ...