Kniha Practical Deep Learning with PyTorch Deepak Gowda

Practical Deep Learning with PyTorch

Autor: Deepak Gowda
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: BPB Publications
Dostupnost: Skladem u dodavatele
Odesíláme za 9-15 dnů
1 010
The book begins with foundational deep learning concepts and guides you through setting up PyTorch....

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2025
Stránek
288
EAN
9789365897258
ISBN
9365897254
Enbook ID
48376653
Vydavatel
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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