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portada Pytorch: The Practical Guide
Type
Physical Book
Publisher
Author
Language
English
Pages
415
Format
Paperback
Dimensions
24.6 x 17.5 x 1.3 cm
ISBN13
9781493227860

Pytorch: The Practical Guide

Gollnick, Bert (Author) · Rheinwerk Computing · Paperback

Pytorch: The Practical Guide - Gollnick, Bert

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Synopsis "Pytorch: The Practical Guide"

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 learning2) Linear regression3) Classification4) Computer vision5) Recommendation systems6) Autoencoders7) Graph neural networks (GNNs)8) Time series predictions9) Language models10) Pretrained networks11) Evaluation and deployment12) PyTorch Lightning

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