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

Artificial Intelligence, Machine Learning, and Deep Learning

Buch | Softcover
300 Seiten
2020
Mercury Learning & Information (Verlag)
978-1-68392-467-8 (ISBN)
67,95 inkl. MwSt
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.

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).

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
Appendices
A: Introduction to Keras
B: Introduction to TF2
C: Introduction to Pandas
Index

Erscheinungsdatum
Sprache englisch
Gewicht 535 g
Themenwelt Informatik Software Entwicklung User Interfaces (HCI)
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
ISBN-10 1-68392-467-3 / 1683924673
ISBN-13 978-1-68392-467-8 / 9781683924678
Zustand Neuware
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