Book

Hands-On Deep Learning for IoT

This book will provide you an overview of Deep Learning techniques to facilitate the analytics and learning in various IoT apps. We will take you through each process - from data collection, analysis, modeling, statistics, and monitoring. We will make IoT data speak with a set of popular frameworks, like TensorFlow, TensorFlow Lite, and Chainer.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
10h16m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 10h16m total length

1. End-to-End Life Cycle of IoT
2. Deep Learning Architectures for IoT
3. Image Recognition in IoT
4. Audio/Speech/Voice Recognition in IoT
5. Indoor localization in IoT
6. Physiological and Psychological State Detection in IoT
7. Security and privacy for IoT
8. Predictive Maintenance for IoT
9. Deep learning in Healthcare IoT
10. What’s next: Wrapping Up and Future Directions

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