Pythonic class-based interface to LLMs

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

Compendium of free ML reading resources

Free MLOps course from DataTalks.Club

Machine learning in Python with scikit-learn MOOC

SQL in 100 Queries

💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws

The Missing Semester of Your CS Education 📚

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A book on DevOps for Data Scientists with CRC Press.

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Materials for the AI Dev 2024 "Deploy and Monitor ML Pipelines with Open Source and Free Applications" workshop

Power system generation scheduling and co-simulation with dynamics.

Causal Inference and Discovery in Python by Packt Publishing

An open access book on scientific visualization using python and matplotlib

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Virtual whiteboard for sketching hand-drawn like diagrams

🧑‍🏫 Practical guide to big data analysis, with Python

Open-source scientific and technical publishing system built on Pandoc.