Learn how backpropagation works by building it from scratch in Python! This tutorial explains the math, logic, and coding behind training a neural network, helping you truly understand how deep ...

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

The course material is organised into two interactive Notebooks, where the participants can actively follow the instructors' examples, as well as explore the provided source code. In this repository, ...

If you have never used Docker or VScode, this section explains the advantages of each tool and why they work so well together. Docker is a CI/CD tool that enables seamless code deployment from ...