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Live training · Batch 01

Data Analysis with IBM SPSS

A 10-day live training in IBM SPSS: build and clean survey data, run t-tests, chi-square, correlation, regression, ANOVA and factor analysis, and report your results in APA style.

Mithun Kumar Dey IBM SPSS 10 live classes Beginner → Intermediate★ 5

What you'll learn

  1. Day 1 · Introduction: basic statistical terms, levels of measurement and the SPSS interface
  2. Day 2 · Data management: designing a questionnaire and entering data
  3. Day 3 · Data cleaning: importing Excel files, outliers, missing values, coding errors and reverse coding
  4. Day 4 · Descriptive statistics: frequency tables, dispersion, shape and basic graphs
  5. Day 5 · Categorical data: cross-tabulation, chi-square tests and measures of association
  6. Day 6 · Continuous data: Pearson and Spearman correlation, t-tests, assumption checks and multiple response questions
  7. Day 7 · Regression: multicollinearity, simple and multiple linear, binary and multinomial logistic regression
  8. Day 8 · ANOVA and non-parametric tests: one-way and two-way ANOVA, Mann-Whitney U and Kruskal-Wallis
  9. Day 9 · Reliability and factor analysis: Cronbach's alpha, EFA, KMO and Bartlett's test, scree plot
  10. Day 10 · Report writing: exporting output, APA-style reporting and a mini project on a real dataset

How the training works

1. Live classes

Step-by-step live online classes with your instructor, from the basics upward.

2. Hands-on practice

Work on real datasets in the software during every class, not just slides.

3. Mini project

Analyse a real dataset on your own and interpret the results.

4. Certificate

Finish the course and receive a verifiable NexnanoH certificate.

Each batch has at most 30 students. Classes start once the batch has enough students, so join early.

Instructor

Mithun Kumar Dey

Mithun Kumar Dey

B.Sc., M.Sc. in Statistics · University of Rajshahi

Statistics instructor and researcher in applied statistics, meta-analysis and data science. Has trained about 1,500 students in IBM SPSS and 500 in R programming, covering descriptive and inferential statistics, regression, ANOVA and factor analysis. NST Fellow (2025–26), Ministry of Science and Technology, Bangladesh.

Education, research & publications →

Batch students

Meet the researchers in each batch. See all batches

Batch 01 is enrolling: enrollment is open and classes start once it fills. Student profiles appear here once they set up their portal.

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