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Practical Deep Learning with PyTorch

PyTorch implementation for computer vision, NLP, audio, and language translation

Deepak Gowda

$109.95   $87.89

Paperback

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English
BPB Publications
08 April 2025
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.
By:  
Imprint:   BPB Publications
Dimensions:   Height: 235mm,  Width: 191mm, 
ISBN:   9789365897258
ISBN 10:   9365897254
Pages:   296
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

Deepak Gowda is a distinguished engineering leader and hands-on technology geek with over 20 years of experience, including a decade focused on artificial intelligence (AI) and machine learning (ML).

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