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Certificate
Course Outline
Day 1:
Module 1: Overview of the KNIME Analytics Platform for Government
- Installation and Configuration
- Launching and Customizing the KNIME Analytics Platform
- Understanding Nodes, Data, and Workflows
- The Data Science Lifecycle
Module 2: Data Access for Government
- Importing Data from Files
- Accessing REST Services
Module 3: ETL and Data Manipulation for Government
- Row and Column Filtering
- Aggregation Techniques
- Joining and Concatenating Data
- Transformation: Conversion, Replacement, Standardization, and Feature Engineering
- Preparing Data for Time Series Analysis
Day 2:
Module 4: Exporting Data for Government
- Writing Data to a File
- Generating Reports
Module 5: Data Visualization for Government
- Interactive Univariate Visual Exploration
- Interactive Multivariate Visual Exploration
- Advanced Visualization Features
Module 6: Predictive Analytics Using KNIME for Government
- Fundamental Concepts of Data Mining
- Regression Techniques
- Decision Tree Models
- Model Evaluation and Validation
Day 3:
Module 7: Controlling Workflow Execution for Government
- Parameterizing Workflows: Flow Variables
- Re-executing Workflow Segments: Loops
- Optimizing and Cleaning Up Workflows
Module 8: Case Study Using the KNIME Analytics Platform for Government
Requirements
Recommended
- A foundational understanding of data interpretation.
- Experience with basic data processing techniques.
Audience
- Data analysts
- Data scientists
- Business analysts
These recommendations are designed to enhance the skills of professionals for government and public sector data management roles.
21 Hours
Testimonials (3)
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
Ian - Archeoworks Inc.
Course - ArcGIS Fundamentals
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Course - QGIS for Geographic Information System
The thing I liked the most about the training was the organization and the location
