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Artificial Intelligence, Machine Learning, and Deep Learning

ISBN-13: 9781683924678
Publisher: MERCURY LEARNING
Imprint: MERCURY LEARNING
By Oswald Campesato
Price: AUD $115.00
Stock: 0 in stock
Availability: This book is temporarily out of stock, order will be despatched as soon as fresh stock is received.
Local release date: 01/11/2020
Format: Paperback (229.00mm X 178.00mm) 300 pages Weight: 0g
Categories: Artificial intelligence [UYQ]Human-computer interaction [UYZ]

Description

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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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