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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 for Government Operations
Module 2: Data Access for Government
- Reading Data from Files
- Accessing REST Services for Data Integration
Module 3: ETL and Data Manipulation for Government
- Row and Column Filtering Techniques
- Aggregation Methods
- Joining and Concatenating Datasets
- Data Transformation: Conversion, Replacement, Standardization, and Feature Engineering
- Preparing Data for Time Series Analysis in Government Applications
Day 2:
Module 4: Exporting Data for Government
- Writing Data to Files
- Generating Reports for Government Use
Module 5: Data Visualization for Government
- Interactive Univariate Visual Exploration for Decision-Making
- Interactive Multivariate Visual Exploration for Comprehensive Analysis
- Advanced Visualization Features for Enhanced Insights
Module 6: Predictive Analytics Using KNIME for Government
- Basic Concepts of Data Mining for Government Applications
- Regression Techniques
- Decision Tree Algorithms and Variants
- Model Evaluation and Validation for Government Projects
Day 3:
Module 7: Controlling Workflow Execution for Government
- Parameterizing Workflows with Flow Variables
- Re-executing Workflow Segments Using Loops
- Optimizing and Cleaning Up Workflows for Efficiency
Module 8: Hands-On Case Study Using 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
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
