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Applied Deep Learning: Tools, Techniques, and Implementation

by Paul Fergus
Save 35% Save 35%
Current price ₹5,087.00
Original price ₹7,825.00
Original price ₹7,825.00
Original price ₹7,825.00
(-35%)
₹5,087.00
Current price ₹5,087.00

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Book cover type: Hardcover
  • ISBN13: 9783031044199
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 440
  • Original Price: EUR 69.99
  • Language: English
  • Edition: 2022
  • Item Weight: 694 grams
  • BISAC Subject(s): Artificial Intelligence / General

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.

Prof. Paul Fergus is a Professor in Machine Learning and Dr. Carl Chambers is a Senior Lecturer in the Dept. of Computer Science of Liverpool John Moores University. Their teaching responsibilities include Machine Learning and Data Science. Their research interest includes Applied Machine Learning, Computer Vision, Signal Processing, and Pattern Recognition.

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