Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Python Data Science Handbook: full text in Jupyter Notebooks

The fastai deep learning library

Jupyter Interactive Notebook

Code samples used on cloud.google.com

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

Lectures on scientific computing with python, as IPython notebooks.

New ways of breaking app-integrated LLMs

Code of the IPython Minibook, 2nd edition (2015)

Chemical Process Control

Tutorials for SimFin - Simple financial data for Python

Jupyter notebooks for Dynamics and Control

Build a Large Language Model (From Scratch) book and Finetuned Models

Interactive FEM Course

ETL with Python - Taught at DWH course 2017 (TAU)

This is a five-step framework for the development of intrusion detection systems (IDS) using machine learning (ML) considering model realization, and performance evaluation.

Introduction to Computer Vision course materials

Boost any model to fit spatial data using KNN