Table of Contents

🔬 Research Platforms

Papers With Code - Latest state-of-the-art ML models with open-source code.

Connected Papers - Tool to explore paper networks for discovering research connections.

LabML.ai Neural Networks - Visualize and understand neural network architectures interactively.

DeepLearn.org - Learning hub for deep learning concepts and resources.

arXiv.org - Open-access archive for scholarly articles in various fields including ML/AI.

ML Reproducibility Challenge - Platform for reproducing machine learning papers.

DeepMind Research - DeepMind's AI research labs and papers.

OpenAI Research - Research projects and papers from OpenAI.

🏫 University Courses

Stanford CS231n - Convolutional Neural Networks course from Stanford.

Stanford CS224n - NLP with Deep Learning from Stanford University.

Berkeley CS294 - Deep Reinforcement Learning course by UC Berkeley.

MIT Deep Learning for Self-Driving Cars - MIT course on deep learning applications for self-driving cars.

Coursera Machine Learning - Andrew Ng's foundational machine learning course.

deeplearning.ai - Deep learning specialization by Andrew Ng.

FastAI Course - Practical Deep Learning for Coders.