/Awesome-AI-Resources-List

Here you get to see free AI Learning Materials across the world

🌟 Awesome AI Resources List

Welcome to the Awesome AI Resources List!

Here, you will find a curated collection of free resources to help you learn various aspects of Artificial Intelligence with carefully picked tutorials, courses, books, and articles.

📑 Table of Contents

  1. Machine Learning
  2. Math for Machine Learning
  3. Probability & Statistics
  4. Deep Learning
  5. Computer Vision
  6. Natural Language Processing
  7. Large Language Models & Generative AI
  8. Audio Processing
  9. ML System Design
  10. MLOps & LLMOps

Machine Learning

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
Making Friends with ML by Cassie ML Crash Course by Google -
Intro to ML for Coders Andrew Ng’s ML Course -

Math for Machine Learning

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
Math for ML by W&B Math for ML and Data Science Specialization -
Math for ML - Linear Algebra - Imperial College London - -
Math for ML - Multivariate Calculus - Imperial College London - -

Probability & Statistics

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
Stats Fundamentals by StatQuest Prob & Stats for Machine Learning & Data Science -
- Khan Academy Stats & Prob -

Deep Learning

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
Neural Networks: Zero to Hero Deep Learning Specialization by Andrew Ng Deep Learning by Ian Goodfellow
- fast.ai's Practical Deep Learning for Coders -
- Full Stack Deep Learning -
- UvA Deep Learning Tutorials -

Computer Vision

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
- Deep Learning for Computer Vision - Coursera -
- OpenCV Tutorials -

Natural Language Processing

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
NLP NLP Specialization by deeplearning.ai -
Stanford CS224N: NLP - -

Large Language Models & Generative AI

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
- - LLM by Cohere
- - Mastering LLM Techniques: Inference Optimization

Audio Processing

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
- - -

ML System Design

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
- ML system design-Educative -
- ML system design-Made with ML -

MLOps & LLMOps

🎥 YouTube Resources 🎓 Online Courses 📄 Articles
- Mlops course- Made with ML Neptune blog