Python 3 for Machine Learning

Python 3 for Machine Learning
PDF, ePUB
  • eBook:
    Python 3 for Machine Learning
  • Author:
    Oswald Campesato
  • Edition:
    -
  • Categories:
  • Data:
    March 2, 2020
  • ISBN:
    1683924959
  • ISBN-13:
    9781683924951
  • Language:
    English
  • Pages:
    364 pages
  • Format:
    PDF, ePUB

Book Description
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

Content

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

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