Study Notes
Study materials covering Machine Learning, NLP, AI Planning, and AI Ethics. These are the exact notes I used during my Master's program, concise and comprehensive.
Featured Bundle
Complete AI/ML Notes Bundle
66 pages • Updated Oct 2025
Get all 5 comprehensive study notes in one package! Save $16 when you buy the complete collection covering all essential AI/ML topics.
Individual Notes
Introduction to Machine Learning
15 pages • Updated May 2025
Foundational machine learning concepts including supervised learning, unsupervised learning, model evaluation, and optimization techniques.
Natural Language Processing
14 pages • Updated Oct 2025
Complete NLP guide covering text preprocessing, vectorization, transformers, BERT, and modern language model architectures.
AI Planning & Search
12 pages • Updated Aug 2025
Covers search algorithms, heuristic methods, constraint satisfaction, and planning in AI systems.
Ethics in AI
10 pages • Updated Sep 2025
Explores fairness, accountability, transparency, and ethical considerations in modern AI systems.