Practical Deep Learning with PyTorch

Name: Practical Deep Learning with PyTorch
Brand: BPB Publications
SKU: 9789365897258
Price: 1010 CZK
Availability: InStock

Autor: Deepak Gowda

Jazyk:

Vazba: Brožovaná

Vydavatel: BPB Publications

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

1 010 Kč

The book begins with foundational deep learning concepts and guides you through setting up PyTorch....

Informace o knize

Autor

Deepak Gowda

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2025

Stránek

288

EAN

9789365897258

ISBN

9365897254

Enbook ID

48376653

Vydavatel

BPB Publications

Hmotnost

543

Rozměry

191 x 235 x 16

Kompletní popis

The book begins with foundational deep learning concepts and guides you through setting up PyTorch. You will learn to manipulate tensors, load data, build models, and understand computer vision with multi-object detection using YOLO to enhance image recognition through transfer learning techniques. You will also analyze generative models with GANs for data augmentation and venture into audio processing with text-to-speech and speech-to-text using TorchAudio. Learn NLP tasks like text classification, summarization, sentiment analysis, and question answering with pre-trained models like BERT. Finally, learn to tackle time series forecasting using RNNs, LSTMs, CNNs, and transformers.

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Practical Deep Learning with PyTorch

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Mohlo by vás zajímat

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