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If you're curious about the process that went into writing my book,I did an interview with Computer Vision News (March 2022).First editionYou can still download the first edition orpotentially purchase it online.The first edition is also available in Chineseand Japanese(translated by Prof. Toru Tamaki).

• Free pdf downloads: the book

• additional chapter Estimating Probabilities: MLE and MAP

• additional chapter Generative and Discriminative Classifiers: Naive Bayes and Logistic Regression

• additional chapter Key Ideas in Machine Learning

Machine Learning course usingthis book plus supplemental readings, taught in 2011 (includes video lectures, online slides, homeworks, exams) Software and data discussed in the text. 2ff7e9595c