Artificial Intelligence, Machine Learning, and Deep Learning / / Oswald Campesato.

• VerfasserIn: Campesato, Oswald,
• Place / Publishing House: Dulles, VA : : Mercury Learning and Information, , [2020]; ©2020
• Year of Publication: 2020
• Language: English
• Physical Description: 1 online resource (300 p.)

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 architectu...

Table of Contents

• Frontmatter
• CONTENTS
• Preface
• Chapter 1: Introduction to AI
• Chapter 2: Introduction to Machine Learning
• Chapter 3: Classifiers in Machine Learning
• Chapter 4: Deep Learning Introduction
• Chapter 5: Deep Learning: RNNs and LSTMs
• Chapter 6: NLP and Reinforcement Learning
• Appendix A: Introduction to Keras
• Appendix B: Introduction to TF 2
• Appendix C: Introduction to Pandas
• Index