🌟 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

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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