Machine Learning with Math and R/Python

100 Exercises for Building Logic

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Machine Learning with Math and R/Python

Springer Books

Hello. I am the author of the books published in the Springer Machine Learning series.

Statistical Learning with Math and R2020 Oct.
Statistical Learning with Math and Python2021 Aug.
Sparse Estimation with Math and R2021 Aug
Sparse Estimation with Math and Python 2021 Nov.
Kernel Methods for Machine Learning with Math and R 2022 March.
Kernel Methods for Machine Learning with Math and Python2022 March.
WAIC and WBIC with R Stan2023 Oct.
WAIC and WBIC with Python Stan2023 Dec.

Recent Posts

  • Incomplete Cholesky Decomposition: Sect. 4.7 in Kernel Methods for Machine Learning
  • At least one support vector exists.
  • Table of Contents: “Kernel Methods for Machine Learning with Math & R/Python” in the book series (Dec. 2021)
  • Two books for the series have been released.
  • A new site is open.
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