21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

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

12 Weeks, 24 Lessons, AI for All!

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

llama3 implementation one matrix multiplication at a time

Neural Networks: Zero to Hero

Examples and guides for using the Gemini API

Solve puzzles. Learn CUDA.

PhotoMaker [CVPR 2024]

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Anthropic's educational courses

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 …

CoreNet: A library for training deep neural networks

Understanding Deep Learning - Simon J.D. Prince

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models l…

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

A course on aligning smol models.

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

Let us democratise high-resolution generation! (CVPR 2024)

NYU Deep Learning Spring 2021

A deep-dive on the entire history of deep-learning

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

IBM Analog Hardware Acceleration Kit

Machine Learning Q and AI book

Reinforcement Learning examples implementation and explanation

FOSS architecture definitions of FPGA hardware useful for doing PnR device generation.