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Artificial Intelligence, Machine Learning, and Deep Learning by Oswald Campesato - Research Book

Artificial Intelligence, Machine Learning, and Deep Learning by Oswald Campesato - Research Book

Top Research Book in Artificial Intelligence, Machine Learning, and Deep Learning by Oswald Campesato

Author(s) Name:  Oswald Campesato

About the Book:

   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.

Table of Conetnts

  1: Introduction to AI
  2: Introduction to Machine Learning.
  3: Classifiers in Machine Learning.
  4: Deep Learning Introduction
  5: Deep Learning: RNNs and LSTMs
  6: NLP and Reinforcement Learning.

ISBN:  9781683924678

Publisher:  Stylus Publishing

Year of Publication:  2020

Book Link:  Home Page Url