François Chollet Deep Learning with Python 2nd Edition Book
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François Chollet Deep Learning with Python 2nd Edition Book
Deep Learning with Python, Second Edition is a technical resource and Python deep learning book focused on deep learning, neural networks, and artificial intelligence development. Written by François Chollet, the creator of the Keras deep learning library, this edition explores approaches to machine learning and deep learning model development.
The publication introduces 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 artificial intelligence guide also discusses implementation methods using Python and Keras while exploring techniques used in machine learning projects.
Suitable for developers, data scientists, students, and technology professionals, this neural networks reference provides coverage of deep learning concepts and their 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