ML Notes

A personal collection of machine learning notes and references

📊

Elements of Statistical Learning

Notes from the classic textbook on statistical learning theory and methods

9 notes
🧠

General ML Topics

Foundational machine learning concepts, algorithms, and techniques

9 notes
💬

Speech & Language Processing

Notes from Jurafsky's NLP textbook covering language models and transformers

7 notes
📈

Probabilistic Machine Learning

Probability-based approaches to machine learning by Kevin Murphy

18 notes