2017年1月10日 星期二

How to Apply Machine Learning to Event Processing


https://www.rtinsights.com/big-data-machine-learning-software-event-processing-analytics/

Use cases for real-time event processing
Slide1


Analytics maturity model
Figure 2

The following sections describe the three phases of the analytics maturity model in more detail:
Phase 1: Data discovery using visualization by the business user.
Phase 2: Predictive and prescriptive analytics using machine learning by the data scientist.
Phase 3: Operationalization and automation using event processing by the developer.

an overview about different machine learning alternatives for data scientists
Figure 3

Machine learning software

  • Amazon Machine Learning
  • Microsoft’s Revolution Analytics
  • KNIME
  • SAS
  • IBM SPSS

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