Książka Practical Deep Learning with PyTorch Deepak Gowda

Practical Deep Learning with PyTorch

Autor: Deepak Gowda
Język: Angielski
Oprawa: Miękka
Wydawca: BPB Publications
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
184.68
The book begins with foundational deep learning concepts and guides you through setting up PyTorch....

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2025
strony
288
EAN
9789365897258
ISBN
9365897254
Enbook ID
48376653
Waga
543
Wymiary
191 x 235 x 16

Pełny opis

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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