Python 3 for Machine Learning
by: Oswald Campesato
Publisher finelybook 出版社: Mercury Learning and Information (28 Feb. 2020)
Language 语言: English
Print Length 页数: 200 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 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
