Python for Probability, Statistics, and Machine Learning

• Main Author: Unpingco, José (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 2nd ed. 2019.
• Subjects: Electrical engineering.; Mathematical statistics.; Applied mathematics.; Engineering mathematics.; Statistics .; Data mining.; Communications Engineering, Networks.; Probability and Statistics in Computer Science.; Mathematical and Computational Engineering.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Data Mining and Knowledge Discovery.

This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using the Python codes provided. The author develops key intuitions i...