Python 3 for Machine Leaing

by: Oswald Campesato (Author)
Publisher: Mercury Leaing and Information (March 2, 2020)

Language: English
Paperback: 364 pages

ISBN-10: 1683924959

ISBN-13: 9781683924951

Book Description

This book is designed to provide the reader with basic Python 3 programming concepts related to machine leaing. The first four chapters provide a fast-paced introduction to Python 3, NumPy, and Pandas. The fifth chapter introduces the fundamental concepts of machine leaing. The sixth chapter is devoted to machine leaing 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 leaing
Includes separate appendices for regular expressions, Keras, and TensorFlow 2