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Khandaker Educational Network

Data Analysis with SPSS & R

From raw data to publishable results

TA

Taught by Tanvir Ahmed

  • Beginner
  • 10 weeks
  • Online
  • English
  • Starts 08 Nov 2026

What you’ll learn

  • Clean and code data correctly
  • Describe data with tables and charts
  • Choose the right statistical test
  • Run t-tests, ANOVA, chi-square and correlation
  • Perform linear and logistic regression
  • Report results in APA style

About this classroom

Designed for students and early-career researchers with no programming background. You will practise every technique on real datasets and submit short analysis tasks every week.

Class schedule: Tue & Thu, 9:00–10:30 PM

Syllabus

6 modules · 18 lessons

  • Installing SPSS and RStudio
  • Data types and variables
  • Importing data
  • Missing values
  • Recoding and computing
  • Checking assumptions
  • Frequencies and summaries
  • Charts that communicate
  • Cross-tabulation
  • t-tests and ANOVA
  • Chi-square
  • Non-parametric tests
  • Correlation
  • Linear regression
  • Logistic regression
  • Tables for manuscripts
  • APA-style results
  • Final project

Requirements

  • A laptop (Windows or macOS)
  • No prior statistics or coding needed
TA

Your instructor

Tanvir Ahmed

Data analyst and trainer focused on practical statistics, Python and research data management.

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