PyTorch: The Practical Guide - Softcover

Gollnick, Bert

 
9781493227860: PyTorch: The Practical Guide
Softcover
ISBN 10: 1493227866 ISBN 13: 9781493227860
Verlag: Rheinwerk Computing, 2026

Inhaltsangabe

PyTorch is the framework for deep learning―so dive on in! Learn how to train, optimize, and deploy AI models with PyTorch by following practical exercises and example code. You’ll walk through using PyTorch for linear regression, classification, image processing, recommendation systems, autoencoders, graph neural networks, time series predictions, and language models―all the essentials. Then evaluate and deploy your models using key tools like MLflow, TensorBoard, and FastAPI. With information on fine-tuning your models using HuggingFace and reducing training time with PyTorch Lightning, this practical guide is the one you need!

Highlights:

1) Deep learning

2) Linear regression

3) Classification

4) Computer vision

5) Recommendation systems

6) Autoencoders

7) Graph neural networks (GNNs)

8) Time series predictions

9) Language models

10) Pretrained networks

11)Evaluation and deployment

12)PyTorch Lightning

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Über die Autorin bzw. den Autor

Bert Gollnick is a senior data scientist, specializing in renewable energies. For many years, he has taught courses about data science and machine learning, and more recently, about generative AI and natural language processing. Bert studied aeronautics at the Technical University of Berlin and economics at the University of Hagen. His main areas of interest are machine learning and data science.

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Verlag
Rheinwerk Computing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
1493227866
ISBN 13 
9781493227860
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
415
Kontakt zum Hersteller
service@rheinwerk-verlag.de
service@rheinwerk-verlag.de

Wieblinger Weg 17
Heidelberg
69123
Deutschland