Code: 48376653

Practical Deep Learning with PyTorch

Name: Practical Deep Learning with PyTorch
Brand: BPB Publications
SKU: 48376653
Price: 42.90 EUR
Availability: InStock
Author: Deepak Gowda
ISBN: 9789365897258

by Deepak Gowda

Language: English
Binding: Paperback
Number of pages: 288
Publisher: BPB Publications, 2025
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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.