Hands-On Machine Learning
Information and online content for the Hands-On Machine Learning (HOML) books by Aurélien Géron.
Title:
Hands-On Machine Learning with Scikit-Learn and PyTorch
Publisher:
O'Reilly
Released:
10-2025
ISBN:
9798341607989
Online Content
Chapters:
Appendices:
Appendix C – Support Vector Machines
Appendix D – Relative Positional Encoding
Appendix E — State-Space Models (SSMs): this appendix will be here by the 7th of November
Sci-Py:
Tutorials – Numpy, Matplotlib, Pandas
Math:
Tutorials – Linear Algebra, Differential Calculus