Practical Machine Learning for Streaming Data with Python
Sayan Putatunda
Broschiertes Buch

Practical Machine Learning for Streaming Data with Python

Design, Develop, and Validate Online Learning Models

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Design, develop, and validate machine learning models with streaming data using the Scikit-Multiflow framework. This book is a quick start guide for data scientists and machine learning engineers looking to implement machine learning models for streaming data with Python to generate real-time insights.You'll start with an introduction to streaming data, the various challenges associated with it, some of its real-world business applications, and various windowing techniques. You'll then examine incremental and online learning algorithms, and the concept of model evaluation with streaming data a...