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Applied Deep Learning|Paul Fergus

Applied Deep Learning : Tools, Techniques, and Implementation

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Overview

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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Details

  • ISBN-13: 9783031044199
  • ISBN-10: 3031044193
  • Publisher: Springer
  • Publish Date: July 2022
  • Dimensions: 9.21 x 6.14 x 0.88 inches
  • Shipping Weight: 1.53 pounds
  • Page Count: 341

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