Python 3 for Machine Learning
eBook - ePub

Python 3 for Machine Learning

Oswald Campesato

  1. 364 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Python 3 for Machine Learning

Oswald Campesato

Book details
Table of contents
Citations

About This Book

This book is designed to provide the reader with basic Python 3 programming concepts related to machine learning. The first four chapters provide a fast-paced introduction to Python 3, NumPy, and Pandas. The fifth chapter introduces the fundamental concepts of machine learning. The sixth chapter is devoted to machine learning classifiers, such as logistic regression, k-NN, decision trees, random forests, and SVMs. The final chapter includes material on NLP and RL. Keras-based code samples are included to supplement the theoretical discussion. The book also contains separate appendices for regular expressions, Keras, and TensorFlow 2. Features:

  • Provides the reader with basic Python 3 programming concepts related to machine learning
  • Includes separate appendices for regular expressions, Keras, and TensorFlow 2

Frequently asked questions

Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes, you can access Python 3 for Machine Learning by Oswald Campesato in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming in Python. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Mercury Learning and Information
Year
2020
ISBN
9781683924944
Topic
Computer Science
Subtopic
Programming in Python
Index
Computer Science

Table of contents

  1. Cover
  2. License, Disclaimer of Liability, and Limited Warranty
  3. Title
  4. Copyright
  5. Contents
  6. Preface
  7. Chapter 1 Introduction to Python 3
  8. Chapter 2 Conditional Logic, Loops, and Functions
  9. Chapter 3 Python Collections
  10. Chapter 4 Introduction to NumPy and Pandas
  11. Chapter 5 Introduction to Machine Learning
  12. Chapter 6 Classifiers in Machine Learning
  13. Chapter 7 Natural Language Processing and Reinforcement Learning
  14. Appendix A Introduction to Regular Expressions
  15. Appendix B Introduction to Keras
  16. Appendix C Introduction to TF 2
  17. Index