• tags: notes, machine learning
• status: list

Notes on machine learning

Tools

• OpenRefine

Libraries

Python

• NLTK
• Scikit-learn

Books

Free

• Natural Language Processing with Python
• Think Bayes
• The Elements of Statistical Learning: Data Mining, Inference, and Prediction
• Information Theory, Inference, and Learning Algorithms
• Introduction to Machine Learning

Paid

• Probabilistic Graphical Models

Courses

• CS221: Artificial Intelligence: Principles and Techniques

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