Advanced Data Analysis & Statistics with R

Advanced Data Analysis & Statistics with R

Categories: training
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About Course

Master R Programming, Statistical Analysis, Data Visualization, and Research Data Analysis from Beginner to Intermediate level.

This postgraduate professional training program equips participants with practical, hands-on skills in data analysis using R and RStudio. The course covers R programming fundamentals, data structures, data importing and cleaning, exploratory data analysis (EDA), descriptive and inferential statistics, data visualization with ggplot2, and linear regression analysis.

Through guided exercises and real-world datasets, participants will develop the ability to clean, analyze, visualize, and interpret data while applying statistical methods for research and decision-making. The program concludes with a capstone project that integrates the complete data analysis workflow.

Upon successful completion, participants will be able to confidently perform statistical analyses, create publication-quality visualizations, and produce reproducible analytical reports for academic, research, and professional applications.

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What Will You Learn?

  • After completing this course students will be able to:
  • Install and configure R and RStudio
  • Navigate the RStudio interface
  • Write R scripts
  • Import datasets
  • Clean messy data
  • Transform datasets
  • Perform descriptive statistics
  • Create professional visualizations
  • Analyze categorical and numerical variables
  • Conduct ANOVA
  • Perform Linear Regression
  • Interpret statistical outputs
  • Produce publication-ready figures
  • Export analysis reports
  • Apply R in research projects

Course Content

WEEK 1: FOUNDATIONS & DATA PREPARATION

  • DAY 1 – Module 1: Getting Started with R
  • DAY 2 – Modules 2 & 3: R Programming Fundamentals & Control Structures
  • DAY 3 – Modules 4 & 5: Importing Data & Data Cleaning

WEEK 2: ANALYSIS, VISUALIZATION & MODELING

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The Climate and Environmental Research Institute (CERI) is an independent, non-profit research Institute based in Somalia. We are committed to advancing climate science, promoting environmental sustainability, and strengthening natural resource governance.

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