Intermediate R Course Syllabus – The GRAPH Courses

VERSION CONTROL AND COLLABORATION IN ORGANIZATIONS
1	Introduction to Git: Repositories, Commits, Branches, Managing Conflicts Introduction to GitHub: Remote Repositories, Push/Pull Operations
2	Collaboration using GitHub: Setting up Organizations, Inviting Contributors, Repository Creation Web Deployment Basics: Publishing HTML and Quarto Websites on GitHub Pages
FURTHER DATA MANIPULATION
3	Mastering Date Data: Fundamentals of Handling Date Data, Time Series Analysis
4	Handling Categorical and Text Data: Working with Categorical Data (Factors), Text Data Manipulation
5	Data Integration Techniques: Basics of Data Joining, Merging Complex Datasets
6	Advanced Data Processing: Custom Functions, Conditional Logic, Loops, ‘across’ Function
EPIDEMIC REPORTING
7	Creating Informative Tables: Introduction to GT Tables, Advanced Design
8	Automated Reporting and Visualization: ggplot2 Automation, Parameterized Reports
9	Interactive Dashboards: Building with Flexdashboard, Crosstalk Integration
GEOSPATIAL VISUALIZATION
10	Geospatial Mapping Fundamentals: Thematic Maps, Physical Features, Density Maps
11	Advanced Geospatial Data Handling: Shapefile Data, Coordinate Reference Systems, Boundary Data
12	Capstone Project: Comprehensive Final Project Application

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