Deep Learning with Python, Second Edition

Deep Learning with Python, Second Edition is a technical resource focused on deep learning, neural networks, and artificial intelligence development using the Python programming language. Written by François Chollet, the creator of the Keras deep learning library, this edition explores modern approaches to machine learning and deep learning model development.

The publication introduces core concepts related to neural network architecture, data processing, model training, and deep learning workflows. Content is organized to help readers understand how deep learning techniques are applied to a variety of computational and data-driven tasks.

Readers can examine topics associated with computer vision, natural language processing, sequence modeling, and neural network optimization. The book also discusses practical implementation methods using Python and Keras while exploring techniques used in contemporary machine learning projects.

Suitable for developers, data scientists, students, and technology professionals, this resource provides comprehensive coverage of deep learning concepts and their practical application in software development and artificial intelligence projects.

Topics Covered

• Deep learning fundamentals
• Neural network concepts
• Python for deep learning
• Keras framework applications
• Machine learning workflows
• Computer vision techniques
• Natural language processing concepts
• Sequence modeling methods
• Neural network training
• Model optimization strategies

Product Details

• Author: François Chollet
• ISBN-13: 9781617296864
• ISBN-10: 1617296864
• Edition: Second Edition
• Title: Deep Learning with Python
• Language: English
• Category: Artificial Intelligence
• Subject: Deep Learning and Machine Learning

Product Type

Artificial Intelligence