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Introduction to machine learning with Python [+]

a guide for data scientists

  • Müller, Andreas, 1963-

Probabilistic machine learning [+]

an introduction

  • Murphy, Kevin P.

The elements of statistical learning [+]

data mining, inference, and prediction

  • Hastie, Trevor J.

Matrix computations [+]

  • Golub, Gene Howard, 1932-

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