Applied Deep Learning: Tools, Techniques, and Implementation (Computational Intelligence Methods and Applications)

Fergus, Paul; Chalmers, Carl

ISBN 10: 3031044193 / ISBN 13: 9783031044199

Edité par Springer, 2022

In. N° de réf. du vendeur ria9783031044199_new

Synopsis :

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.

À propos de l?auteur:

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.

Détails bibliographiques

Titre : Applied Deep Learning: Tools, Techniques, ...
Éditeur : Springer
Date d'édition : 2022
Reliure : Couverture rigide
Etat : New