# Statistical Learning with Math and Python - 100 Exercises for Building Logic

#### Category: Uncategorized

Description

Statistical Learning with Math and Python - 100 Exercises for Building Logic
pdf | 4.6 MB | English | Isbn:B09BTLHWHM | Author: Joe Suzuki | Year: 2021

Description:

The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than knowledge and experience. This textbook approaches the essence of machine learning and data science by considering math problems and building Python programs.

As the preliminary part, Chapter 1 provides a concise introduction to linear algebra, which will help novices read further to the following main chapters. Those succeeding chapters present essential topics in statistical learning: linear regression, classification, resampling, information criteria, regularization, nonlinear regression, decision trees, support vector machines, and unsupervised learning.

Each chapter mathematically formulates and solves machine learning problems and builds the programs. The body of a chapter is accompanied by proofs and programs in an appendix, with exercises at the end of the chapter. Because the book is carefully organized to provide the solutions to the exercises in each chapter, readers can solve the total of 100 exercises by simply following the contents of each chapter.

This textbook is suitable for an undergraduate or graduate course consisting of about 12 lectures. Written in an easy-to-follow and self-contained style, this book will also be perfect material for independent learning.

Hosters: Rapidgator |Nitroflare

https://rapidgator.net/file/0b53e2a6be7615115e9a09c802964c36/t6bh5863a4ib.rar

8472 dl's @ 3903 KB/s
9293 dl's @ 3035 KB/s
6468 dl's @ 3527 KB/s

Search More...
Statistical Learning with Math and Python - 100 Exercises for Building Logic

Related Books

1. Ebooks list page : 48874
2. 2021-08-05Statistical Learning with Math and Python 100 Exercises for Building Logic - Removed
3. 2021-03-24Statistical Learning with Math and R: 100 Exercises for Building Logic (True EPUB) - Removed
4. 2021-02-27Statistical Learning with Math and R: 100 Exercises for Building Logic (True EPUB) - Removed
5. 2020-10-22Statistical Learning with Math and R: 100 Exercises for Building Logic (True EPUB)
6. 2020-10-22Statistical Learning with Math and R: 100 Exercises for Building Logic (True PDF)
7. 2021-08-06Sparse Estimation with Math and R 100 Exercises for Building Logic - Removed
8. 2021-08-04Statistical Learning with Math and Python - Removed
9. 2019-12-05Machine Learning with Spark and Python: Essential Techniques for Predictive Analytics Ed 2
10. 2019-10-26Machine Learning with Spark and Python: Essential Techniques for Predictive Analytics Ed 2\"
11. 2021-06-24Packt Sentiment Analysis through Deep Learning with Keras and Python-ZH
12. 2020-01-28Packt Sentiment Analysis through Deep Learning with Keras and Python-ZH
13. 2019-10-29Sentiment Analysis through Deep Learning with Keras and Python
14. 2019-05-22Data Science and Machine Learning with R and Python
15. 2019-01-15Practical Machine Learning with R and Python Third Edition Machine Learning in Stereo
16. 2019-01-11Practical Machine Learning with R and Python Third Edition Machine Learning in Stereo
17. 2019-01-06Practical Machine Learning with R and Python Third Edition Machine Learning in Stereo
18. 2019-01-02Practical Deep Learning with Keras and Python
19. 2018-12-31Practical Deep Learning with Keras and Python
20. 2018-12-31Packt Practical Deep Learning with Keras and Python-RiDWARE