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

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

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.

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.

This is a repo with links to everything you'd ever want to learn about data engineering

Python programs, usually short, of considerable difficulty, to perfect particular skills.

The fastai book, published as Jupyter Notebooks

A guidance language for controlling large language models.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Neural Networks: Zero to Hero

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Dive into this repository, a comprehensive resource covering Data Structures, Algorithms, 450 DSA by Love Babbar, Striver DSA sheet, Apna College DSA Sheet, and FAANG Questions! 🚀 That's not all! W…

This repository contains demos I made with the Transformers library by HuggingFace.

Lists of company wise questions available on leetcode premium. Every csv file in the companies directory corresponds to a list of questions on leetcode for a specific company based on the leetcode …

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

A course on aligning smol models.

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

Collection of useful data science topics along with articles, videos, and code

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Segment Anything in Medical Images

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Implementation of all RAG techniques in a simpler way

A comprehensive guide to building RAG-based LLM applications for production.

Python class that generates pixel art from images

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Python Deep Dive Course - Accompanying Materials