Artificial Intelligence, Machine Learning, and Deep Learning by Oswald Campesato

Artificial Intelligence, Machine Learning, and Deep Learning by Oswald Campesato

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Zusammenfassung

Provides 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. The book then covers deep learning architectures such as CNNs, RNNs,LSTMs, and auto encoders.

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Artificial Intelligence, Machine Learning, and Deep Learning by Oswald Campesato

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-N, decision trees, random forests, and SVMs. Next, the book covers deep learning architectures such as CNs, RNs, 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.
Campesato Oswald :

Oswald Campesato (San Francisco, CA) is an adjunct instructor at UC-Santa Clara and specializes in Deep Learning, Java, Android, TensorFlow, and NLP. He is the author/co-author of over twenty-five books including TensorFlow 2 Pocket Primer, Python 3 for Machine Learning, and the NLP Using R Pocket Primer (all Mercury Learning and Information).

SKU Nicht verfügbar
ISBN 13 9781683924678
ISBN 10 1683924673
Titel Artificial Intelligence, Machine Learning, and Deep Learning
Autor Oswald Campesato
Buchzustand Nicht verfügbar
Bindungsart Paperback
Verlag Mercury Learning & Information
Erscheinungsjahr 2020-02-27
Seitenanzahl 300
Hinweis auf dem Einband Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
Hinweis Nicht verfügbar