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eBook - ePub
Python 3 for Machine Learning
Oswald Campesato
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- 364 pages
- English
- ePUB (mobile friendly)
- 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
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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
Table of contents
- Cover
- License, Disclaimer of Liability, and Limited Warranty
- Title
- Copyright
- Contents
- Preface
- Chapter 1 Introduction to Python 3
- Chapter 2 Conditional Logic, Loops, and Functions
- Chapter 3 Python Collections
- Chapter 4 Introduction to NumPy and Pandas
- Chapter 5 Introduction to Machine Learning
- Chapter 6 Classifiers in Machine Learning
- Chapter 7 Natural Language Processing and Reinforcement Learning
- Appendix A Introduction to Regular Expressions
- Appendix B Introduction to Keras
- Appendix C Introduction to TF 2
- Index