Machine Learning Notes

Notes for machine learning

Contents

• Logistic Regression
• Softmax
• Support Vector Machine
• Back Propagation
• Entropy
• Decision Tree
• Random Forest
• AdaBoost
• Maximum Likelihood Estimation
• Bayes' Theorem
• Naïve Bayes Classifier
• K-Means

TODO

• Add more topics
• Refine

Files

Machine Learning Notes.pdf Notes in PDF format

Machine Learning Notes Booklet.pdf Notes in PDF format; rearranged so that it can be printed into a booklet (left-binding, flips on the short edge)