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Certificate
Course Outline
Getting Started with KNIME for Government
- Overview of the KNIME Analytics Platform
- Installation Process
-
GUI-Based Programming
- Workflows
- Nodes
- Importing Workflows
Data Access for Government
- Reading from a Text File
- Database Access
- External REST Services
- Artificial Data Generation
Visualization for Government
- Data Visualization Techniques
- JavaScript-Based Visualization
- Data Views
- Highlighting Features
- Graphics Through R Integration
- ETL and Data Manipulation
Data Filtering for Government
- Data Aggregations
- Concatenation and Join Operations
- Data Transformations
- Workflow Clean-Up
- Datetime Manipulation
- In-Database Processing
Data Mining for Government
- Process Overview
- Training and Applying a Decision Tree
- Scoring a Model
- PMML (Predictive Model Markup Language)
- K-Means Clustering
- Recommendation Engines
- Other Available Models
Reporting for Government
- Overview of Reporting Capabilities
- BIRT (Business Intelligence and Reporting Tools) Integration
- KNIME WebPortal for Reporting
Conclusion
Requirements
A foundational ability to interpret and derive meaning from data is essential for government operations.
21 Hours
Testimonials (1)
Very useful in because it helps me understand what we can do with the data in our context. It will also help me