Python for Probability, Statistics, and Machine Learning

Posted by bookflare •299 on July 10, 2018 in Ebooks » Computers , verified torrent

Size: 9.34 MB , Seeds: 56 , Peers: 5 ( Updated July 16, 2018 )

* Download via Magnet Link , * To download files you need a Bittorrent Client , * How to download torrents from Bit Torrent Scene?

Scrape History ( seeds + peers )

Internal Files

Python for Probability, Statistics, and Machine Learning
[] - Visit for more books.txt   29 Byte
Torrent_downloaded_from_Demonoid_-_www.demonoid.pw_.txt   59 Byte
Torrent Downloaded from   237 Byte
Torrent downloaded from   275 Byte
[TGx]Downloaded from .txt   524 Byte
Python for Probability, Statistics, and Machine   9.33 MB

Hash Code



This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are provided as supplementary downloads. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods and Python codes, thereby connecting theoretical concepts to concrete implementations. Modern Python modules like Pandas, Sympy, and Scikit-learn are applied to simulate and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, and regularization. Many abstract mathematical ideas, such as convergence in probability theory, are developed and illustrated with numerical examples. This book is suitable for anyone with an undergraduate-level exposure to probability, statistics, or machine learning and with rudimentary knowledge of Python programming.


Refresh Leechers : Updated July 16, 2018

1. udp://

2. udp://

3. udp://

4. udp://

5. udp://

6. udp://

7. udp://

8. udp://

9. udp://

10. udp://

11. udp://

12. udp://

13. udp://


You must log in to add a comment.

Embed Code

Sharing Widget