Chatterjee, Chanchal
Adaptive Machine Learning Algorithms with Python: Solve Data Analytics and Machine Learning Problems on Edge Devices
- ISBN 13:
- 9781484280164
- author:
- Chatterjee, Chanchal
- format:
- Paperback / softback
- publisher:
- APress
- language:
- English
- Publication Year:
- 2022
- Pages:
- 269
- Dimensions:
- 23.4 x 15.6 x 1.6 centimetres (0
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Adaptive Machine Learning Algorithms with Python is a comprehensive guide to solving real-world streaming data problems using adaptive algorithms. By following this book, you'll gain insight into various use cases, find solutions, explore code, and create new algorithms for your own projects. The authors introduce a common framework for creating adaptive algorithms, demonstrating how to address different streaming data issues such as machine learning and data analysis problems. You'll learn how to handle time-varying, non-stationary data with minimal compute, memory, latency, and bandwidth requirements. Upon completing this book, you'll have a solid understanding of how to solve adaptive machine learning and data analytics problems, enabling you to derive new algorithms for your own use cases and tackle high-volume, time-varying data in low-compute, low-latency environments.
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