Python 3 for machine learning / Oswald Campesato.

Format:

Book

Author/Creator:

Campesato, Oswald, author.

Language:

English

Subjects (All):

Python (Computer program language).

Physical Description:

1 online resource (364 pages)

Edition:

1st ed.

Place of Publication:

Dulles, Virginia ; Boston, Massachusetts ; New Delhi : Mercury Learning and Information, [2020]

Summary:

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. -- Provided by publisher.

Contents:

Introduction to Python 3 Conditional Logic, Loops and Functions Python Collections Introduction to NumPy and PandasIntroduction to Machine Learning Classifiers in Machine Learning Natural Language Processing and Reinforcement Learning An Introduction to Regular Expressions

Appendix A: Introduction to Keras

Appendix B: Introduction to TF 2

Notes:

Includes index.

Description based on print version record.

ISBN:

9781683924937

1683924932