Course Outline

Module 1: Introduction to ODK (Open Data Kit)

• Understanding the basics of ODK and its applications in data collection
• Setting up ODK tools and configuring forms for data collection
• Exploring different question types and form logic in ODK
• Case Study: Implementation of ODK in a health survey to improve data accuracy and collection efficiency.

Module 2: Data Collection with ODK

• Designing effective data collection forms using ODK Build or XLSForm
• Implementing best practices for data collection using ODK Collect
• Managing and organizing collected data in ODK Aggregate or other storage options
• Case Study: A field project using ODK for agricultural data collection, enhancing crop monitoring and reporting.

Module 3: Introduction to Tableau

• Getting started with Tableau and its user interface
• Importing and connecting data sources to Tableau
• Exploring basic visualization techniques and creating interactive dashboards
• Case Study: A retail company utilizing Tableau to visualize sales data and improve inventory management.

Module 4: Data Visualization with Tableau

• Utilizing Tableau's advanced visualization features and options
• Creating insightful charts, graphs, and maps to represent data
• Incorporating interactive filters, parameters, and actions for enhanced user experience
• Case Study: Analyzing survey results with Tableau to identify customer satisfaction trends and areas for improvement.

Module 5: Introduction to PowerBI

• Understanding the fundamentals of PowerBI and its data modeling capabilities
• Importing and transforming data from various sources into PowerBI
• Creating relationships between tables and defining measures and calculated columns
• Case Study: A financial institution implementing PowerBI for real-time financial reporting and analysis.

Module 6: Data Visualization with PowerBI

• Designing visually appealing and interactive reports and dashboards
• Utilizing PowerBI's extensive range of visualizations and customizing them
• Implementing interactive features like drill-through and bookmarks for data exploration
• Case Study: Using PowerBI to create a dashboard for monitoring project performance and resource allocation.

Module 7: Integrating ODK and Tableau

• Connecting ODK-collected data with Tableau for visualization
• Exploring data preparation and cleaning techniques before analysis
• Creating meaningful visualizations and dashboards using ODK data in Tableau
• Case Study: Visualizing community health data collected via ODK in Tableau to identify health trends and resource needs.

Module 8: Integrating ODK and PowerBI

• Importing and transforming ODK data into PowerBI for analysis
• Designing interactive reports and visualizations using ODK-collected data
• Leveraging PowerBI's capabilities for data exploration and storytelling
• Case Study: A government agency using PowerBI to analyze and report on ODK-collected census data.

Module 9: Introduction to OpenStreetMap

• Understanding the basics of OpenStreetMap and its role in mapping
• Exploring different data sources and tools for accessing OpenStreetMap data
• Navigating OpenStreetMap's user interface and map editing features
• Case Study: A non-profit organization utilizing OpenStreetMap for disaster response planning and resource allocation.

Module 10: Mapping with R

• Utilizing R packages for accessing and manipulating OpenStreetMap data
• Visualizing and analyzing spatial data using R's mapping capabilities
• Creating custom maps and geospatial visualizations with R
• Case Study: An urban planning project using R to visualize spatial data from OpenStreetMap for better city planning decisions.