Specifications
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 autoencoders. Keras-based code samples are included to supplement the theoretical discussion. In addition, this book contains appendices for Keras, TensorFlow 2, and Pandas.
Product Information
SKU
464636
Mfr Part#
ISBN-10: 1-6839-2467-3 ISBN-13: 978-1-68-392467-8
UPC
9781683924678
General Information
Author
Oswald Campesato
Package Contents
What's in the Box
Artificial Intelligence, Machine Learning, and Deep Learning