The AI/ML Resource Hub
Curated links to kickstart your journey in Artificial Intelligence and Machine Learning.
Courses & Tutorials
deeplearning.ai Specializations
Foundational and advanced courses by Andrew Ng, covering Deep Learning, NLP, and more.
fast.ai (Practical Deep Learning)
A code-first approach to deep learning, focusing on practical implementation.
Stanford/Coursera ML
The classic, comprehensive Machine Learning course for beginners.
MIT 6.S191: Intro to Deep Learning
A world-class introductory course that offers free lecture videos and labs.
Google Machine Learning Crash Course
A fast-paced, practical introduction to machine learning using TensorFlow.
Frameworks & Libraries
TensorFlow
A powerful open-source platform for high-performance numerical computation, especially Deep Learning.
PyTorch
An optimized tensor library for deep learning using dynamic computation graphs.
Scikit-learn
The standard for classic machine learning algorithms in Python.
Hugging Face
The hub for pre-trained models, datasets, and tools for NLP and more.
Keras
A high-level neural networks API that is often used alongside TensorFlow for rapid prototyping.
LangChain
A popular framework specifically designed for building applications powered by large language models (LLMs).
JAX
A library from Google for high-performance numerical computing and machine learning research.
Communities & Blogs
Kaggle
The world's largest data science community, offering competitions and datasets.
Towards Data Science (Medium)
A leading platform for sharing knowledge and ideas in the data science field.
r/MachineLearning (Reddit)
A highly active community for news, research, and discussion.
The Batch (DeepLearning.AI)
A weekly newsletter curated by Andrew Ng that provides a concise summary of the most important news in AI.
ArXiv.org (Machine Learning)
The primary repository for new research papers, essential for anyone wanting to stay at the cutting edge of the field.
Weights & Biases Gallery
A place to see shared machine learning projects and visualizations from the community.