AI projects in PyTorch : hands-on projects in vision, text, and generative models /

Dive into computer vision, natural language processing, and recommender systems by building end-to-end projects in PyTorch -- one of the most widely used deep learning frameworks among researchers and engineers worldwide. This book takes you from the fundamentals to complete, hands-on projects, givi...

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Bibliographic Details
Main Author:	Chaubal, Siddhesh Prashant (Author)
Format:	eBook
Language:	English
Published:	[Berkeley, California] : Apress, 2025.
Subjects:	Artificial intelligence. Machine learning. Python (Computer program language) Intelligence artificielle. Apprentissage automatique. Python (Langage de programmation) artificial intelligence.

Table of Contents:

Chapter 1: Introduction to Machine Learning
Chapter 2: Tensors in PyTorch
Chapter 3: Image Classification using Convolutional Neural Networks
Chapter 4: Introduction to Natural Language Processing: Building a Text Classifier
Chapter 5: Practical Natural Language Processing with Hugging Face
Chapter 6: Building a Language Model for Storytelling
Chapter 7: Audio Classification with PyTorch
Chapter 8: Recommender Systems with PyTorch
Chapter 9: Image Captioning.