AI/ML Resources

Curated collection of tools, tutorials, papers, and frameworks

Machine Learning

Scikit-learn Documentation

Comprehensive ML library for Python with extensive tutorials and examples

Python Beginner-Friendly
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Machine Learning Crash Course

Google's fast-paced, practical introduction to machine learning

Free Interactive
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Kaggle Datasets & Competitions

Platform for data science competitions with thousands of datasets

Practice Community
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Deep Learning

PyTorch Official Tutorials

Official PyTorch documentation and comprehensive tutorials

PyTorch Official
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Deep Learning Specialization (Coursera)

Andrew Ng's comprehensive deep learning course series

Course Certified
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Fast.ai Practical Deep Learning

Top-down approach to deep learning with practical applications

Free Practical
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TensorFlow Hub

Repository of pre-trained models and reusable ML components

TensorFlow Pre-trained
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Computer Vision

Deep Learning for Computer Vision

Columbia University's comprehensive DLCV course

Course Advanced
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OpenCV Documentation

Open source computer vision and machine learning library

Library C++/Python
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Detectron2

Facebook AI's next-gen object detection and segmentation platform

PyTorch SOTA
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YOLO (You Only Look Once)

Real-time object detection system implementations

Real-time Detection
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NLP & Large Language Models

Hugging Face Transformers

State-of-the-art NLP models and tools

Transformers Pre-trained
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NLP Course by Hugging Face

Free comprehensive course on modern NLP techniques

Free Comprehensive
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LangChain

Framework for developing applications with LLMs

LLM Framework
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LLaMA & Alpaca

Meta's open-source large language models

Open Source Research
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PEFT & LoRA

Parameter-Efficient Fine-Tuning techniques for LLMs

Fine-tuning Efficient
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OpenAI API Documentation

Official documentation for GPT models and APIs

API GPT
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Tools & Frameworks

Weights & Biases

ML experiment tracking, visualization, and collaboration

MLOps Tracking
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MLflow

Open source platform for the ML lifecycle

MLOps Open Source
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Jupyter Notebooks

Interactive computing environment for data science

IDE Interactive
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Ray & Ray Tune

Distributed computing and hyperparameter tuning

Distributed Tuning
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Docker for ML

Containerization for reproducible ML environments

DevOps Container
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DVC (Data Version Control)

Version control for ML projects and datasets

Version Control Data
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Research Papers & Repositories

arXiv.org

Open-access archive for scientific papers

Papers Research
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Papers with Code

ML papers with code implementations

Implementation SOTA
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Semantic Scholar

AI-powered research tool for scientific literature

Search Citations
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Awesome Deep Learning Papers

Curated list of most cited deep learning papers

Curated Classic
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