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Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python
book

Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python

by Santanu Pattanayak
December 2017
Intermediate to advanced
412 pages
12h 44m
English
Apress
Content preview from Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python

© Santanu Pattanayak 2017

Santanu Pattanayak, Pro Deep Learning with TensorFlow, https://doi.org/10.1007/978-1-4842-3096-1_1

1. Mathematical Foundations

Santanu Pattanayak

(1)Bangalore, Karnataka, India

Deep learning is a branch of machine learning that uses many layers of artificial neurons stacked one on top of the other for identifying complex features within the input data and solving complex real-world problems. It can be used for both supervised and unsupervised machine-learning tasks. Deep learning is currently used in areas such as computer vision, video analytics, pattern recognition, anomaly detection, text processing, sentiment analysis, and recommender system, among other things. Also, it has widespread use in robotics, self-driving ...

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Publisher Resources

ISBN: 9781484230961Purchase bookPublisher Website