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Applied Deep Learning: Tools, Techniques, and Implementation

Applied Deep Learning: Tools, Techniques, and Implementation

Hardcover

Series: Computational Intelligence Methods and Applications

General Computers

ISBN10: 3031044193
ISBN13: 9783031044199
Publisher: Springer Nature
Published: Jul 19 2022
Pages: 341
Weight: 1.53
Height: 0.88 Width: 6.14 Depth: 9.21
Language: English
Part 1 Introduction and Overview.- Introduction.- Part 2 Foundations of Mashine Learning.- Fundamentals of Machine Learning.- Supervised Learning.- Un-Supervised Learning.- Performance Evaluation Metrics.- Part 3 Deep Learning Concepts and Techniques.- Introduction to Deep Learning.- Image Classification and Object Detection.- Deep Learning Techniques for Time Series Modelling.- Natural Language Processing.- Deep Generative Models.- Deep Reinforcement Learning.- Part 4 Enterprise Machine Learning.- Accelerated Machine Learning.- Deploying and Hosting Machine Learning Models.- Enterprise Machine Learning Serving.

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