Machine Learning and Python for Human Behavior, Emotion, and Health Status Analysis

Uddin, Md Zia

CRC Press（2026/07発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 250 p.
• 言語 ENG
• 商品コード 9781032546353
• DDC分類 006.31

Full Description

This book is a practical guide for individuals interested in exploring and implementing smart home applications using Python. Comprising six chapters enriched with hands-on codes, it seamlessly navigates from foundational concepts to cutting-edge technologies, balancing theoretical insights and practical coding experiences. In short, it is a gateway to the dynamic intersection of Python programming, smart home technology, and advanced machine learning applications, making it an invaluable resource for those eager to explore this rapidly growing field.

Key Features:

Throughout the book, practicality takes precedence, with hands-on coding examples accompanying each concept to facilitate an interactive learning journey
Striking a harmonious balance between theoretical foundations and practical coding, the book caters to a diverse audience, including smart home enthusiasts and researchers
The content prioritizes real-world applications, ensuring readers can immediately apply the knowledge gained to enhance smart home functionalities
Covering Python basics, feature extraction, deep learning, and XAI, the book provides a comprehensive guide, offering an overall understanding of smart home applications

Contents

1. Smart Assisted Homes, Sensors, and Machine Learning.

2. Python and Its Libraries.

3. Feature Analysis Using Python.

4. Deep Learning and XAI with Python.

5. Behavior and Health Status Recognition.

6. Emotion Recognition.