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Practical Deep Learning with PyTorch
Language
English
English
Book
Paperback
The book begins with foundational deep learning concepts and guides you through setting up PyTorch....
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Libristo code: 48376653
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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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About the book
Full name
Practical Deep Learning with PyTorch
Author
Deepak Gowda
Language
English
English
Binding
Book - Paperback
Date of issue
2025
Number of pages
288
EAN
9789365897258
ISBN
9365897254
Libristo code
48376653
Publishers
BPB Publications
Weight
543
Dimensions
191 x 235 x 16
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