KNIME Analytics Platform for BI培訓

Getting Started with KNIME

• KNIME Analytics Platform Overview
• Installation
• GUI Based Programming
  • Workflows
  • Nodes
  • Importing Workflows

Data Access

• Reading From A Text File
• Database Access
• External REST Services
• Artificial Data Generation

Visualization

• Data Visualization
• JavaScript Based Visualization
• Data Views
• Highlighting
• Graphics Through R
• ETL And Data Manipulation

Data Filtering

• Data Aggregations
• Concatenation And Join
• Data Transformations
• Workflow Clean Up
• Datetime Manipulation
• In-Database Processing

Data Mining

• Process Overview
• Training And Applying A Decision Tree
• Scoring A Model
• PMML
• K-Means Clustering
• Recommendation Engines
• Other Models Available

Reporting

• Overview
• BIRT Integration
• KNIME WebPortal

Conclusion