Artificial Intelligence, Machine Learning, and Deep Learning
Book Details
Format
Paperback / Softback
ISBN-10
1683924673
ISBN-13
9781683924678
Publisher
Mercury Learning & Information
Imprint
Mercury Learning & Information
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 27th, 2020
Print length
300 Pages
Weight
566 grams
Dimensions
22.80 x 17.70 x 2.00 cms
Ksh 9,350.00
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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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