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Artificial Intelligence, Machine Learning, and Deep Learning

By: Oswald Campesato

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Paperback | 27 February 2020

At a Glance

Paperback
338 Pages

Dimensions(cm)
23.5 x 19.05 x 1.78

Paperback

$114.75

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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

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