Francois Chollet Deep Learning with Python Second Edition AI Manual
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Francois Chollet Deep Learning with Python Second Edition AI Manual
Authored by François Chollet, who created the Keras deep learning library, Deep Learning with Python, Second Edition operates as an IT manual centered on neural networks, deep learning, and artificial intelligence creation utilizing the Python coding language. This volume examines contemporary strategies for building machine learning and deep learning models.
The publication introduces essential principles tied to neural net layouts, data handling, algorithm training, and deep learning pipelines. The text is structured to aid users in grasping how deep learning procedures are utilized across diverse computational and data-centered challenges.
Users can study subjects linked to image recognition, language processing, sequential forecasting, and neural network tuning. The manual also reviews applied execution methods via Python and Keras alongside analyzing techniques deployed in recent machine learning projects.
Aimed at software creators, data analysts, scholars, and technical specialists, this publication delivers targeted coverage of deep learning principles and their applied usage within software creation and artificial intelligence programs.
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