Artificial Intelligence,Machine Learning,and Deep Learning

Artificial Intelligence,Machine Learning,and Deep Learning
by: Oswald Campesato
Print length 页数: 300 pages
Publisher finelybook 出版社: Mercury Learning & Information (February 13,2020)
Language 语言: English
ISBN-10: 1683924673
ISBN-13: 9781683924678
Book Description
This book begins with an introduction to AI,followed by: machine learning,deep learning,NLP,and reinforcement learning. Readers will learn about machine learning classifiers such as logistic regression,k-NN,decision trees,random forests,and SVMs. Next,the book covers deep learning architectures such as CNNs,RNNs,LSTMs,and auto encoders. Keras-based code samples are included to supplement the theoretical discussion. In addition,this book contains appendices for Keras,TensorFlow 2,and Pandas.
Features:
Covers an introduction to programming concepts related to AI,machine learning,and deep learning
Includes material on Keras,TensorFlow2 and Pandas