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Practical Deep Learning with PyTorch
- PyTorch implementation for computer vision, NLP, audio, and language translation
Engelsk
Bogcover for Practical Deep Learning with PyTorch af Deepak Gowda, 9789365897258
Specifikationer
Sprog:
Engelsk
Sider:
296
ISBN-13:
9789365897258
Indbinding:
Paperback
ISBN-10:
9365897254
Udg. Dato:
8 apr 2025
Størrelse i cm:
19,4 x 23,7 x 1,4
Oplagsdato:
8 apr 2025
Forfatter(e):

Practical Deep Learning with PyTorch

- PyTorch implementation for computer vision, NLP, audio, and language translation
Engelsk
Paperback 2025
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
296
ISBN-13:
9789365897258
Indbinding:
Paperback
ISBN-10:
9365897254
Udg. Dato:
8 apr 2025
Størrelse i cm:
19,4 x 23,7 x 1,4
Oplagsdato:
8 apr 2025
Forfatter(e):
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