Certificate
Course Outline
Introduction
Getting Started with KNIME for Government
- Overview of KNIME
- KNIME Analytics for Government Applications
- KNIME Server for Enhanced Collaboration and Management
Machine Learning for Government
- Computational Learning Theory in Public Sector Contexts
- Computer Algorithms for Data-Driven Decision Making
Preparing the Development Environment for Government Use
- Installing and Configuring KNIME for Secure and Efficient Operations
KNIME Nodes for Government Workflows
- Adding Nodes to Enhance Data Processing Capabilities
- Accessing and Reading Data from Various Sources
- Merging, Splitting, and Filtering Data to Meet Specific Needs
- Grouping and Pivoting Data for Better Insights
- Cleaning Data to Ensure Accuracy and Reliability
Modeling for Government Applications
- Creating Workflows to Streamline Data Analysis Processes
- Importing Data from Diverse Government Systems
- Preparing Data for Comprehensive Analysis
- Visualizing Data to Facilitate Informed Decision Making
- Creating a Decision Tree Model for Predictive Analytics
- Working with Regression Models to Forecast Trends
- Predicting Data Outcomes for Strategic Planning
- Comparing and Matching Data to Ensure Consistency
Learning Techniques for Government Analysts
- Utilizing Random Forest Techniques for Enhanced Accuracy
- Applying Polynomial Regression for Complex Data Relationships
- Assigning Classes to Categorize and Classify Data
- Evaluating Models to Ensure Reliability and Validity
Summary and Conclusion for Government Users
Requirements
- Experience with Python
- Experience with R
Audience
- Data Scientists for government
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
