Applied Deep Learning

Tools, Techniques, and Implementation

AvPaul Fergus,Carl Chalmers

Häftad, Engelska, 2023

Del i serien Computational Intelligence Methods and Applications

382 kr

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Beskrivning

This book focuses on the applied aspects of artificial intelligence using enterprise frameworks and technologies. It will be valuable for undergraduate and postgraduate students in subjects such as artificial intelligence and data science, and also for industrial practitioners engaged with data analytics and machine learning tasks.

Produktinformation

Utgivningsdatum:2023-07-20
Mått:155 x 235 x 23 mm
Vikt:570 g
Format:Häftad
Språk:Engelska
Serie:Computational Intelligence Methods and Applications
Antal sidor:341
Förlag:Springer International Publishing AG
ISBN:9783031044229

Utforska kategorier

Artificiell intelligens inom Data och IT

Mer om författaren

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.

Innehållsförteckning

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.