Sardar Md Humayun Kabir
Course Level
Beginner
Duration
Duration 4 hrs 7 min
Rating
Rating 0
Students
Students 3

Applied Quantitative Data Analytics Using SPSS

Make smarter decisions using data

In today’s world, decision-making is deeply tied to data. Whether you’re in business, research, or public service, the ability to understand and analyze data can give you a real edge. This course is designed to help you apply statistical tools to solve real-world problems—especially in business and economics. You'll also get hands-on experience using IBM SPSS to perform data analysis.

We focus on both theory and practical applications, so you’re not just learning formulas—you’re learning how to use them.

What You’ll Learn:

  • How to describe and summarize data using statistical tools

  • Understanding probability distributions (discrete and continuous)

  • How to build and test hypotheses for one or two populations

  • Using ANOVA and regression analysis to compare groups and predict outcomes

  • Applying SPSS software to carry out data analysis confidently

Who This Course is For:

  • Business professionals and managers who want to make data-informed decisions

  • Students and researchers in business, economics, and social sciences

  • Anyone with a basic understanding of statistics who wants to go deeper

  • Aspiring data analysts looking to strengthen their foundation

If you’re ready to move from guesswork to evidence-based decision-making, this course is for you.

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What Will I Learn?
  • Descriptive data analysis
  • Probability distributions
  • Sampling & CLT concepts
  • Confidence interval basics
  • One-sample hypothesis testing
  • Two-sample comparison tests
  • ANOVA for group comparison
  • Linear regression analysis
  • Multiple regression tools
  • SPSS for statistical analysis
Course content
  • 6 Chapters
  • 6 Lessons
  • 4 hrs 7 min

Course Overview

Free Preview 00:03:54

Introduction to Statistics

Free Preview 00:38:12

Data preparation for Statstical Analysis

00:59:50

Exploratory Factor Analysis

00:35:07

Confirmatory Factor Analysis

00:46:39

SEM: Mediation and Moderation

01:03:34
Quiz

Final Quiz

Pre Requisites
  • Keep the resolution to 1080px
  • Basic Computer Literacy
Meet Your Instructor

Sardar Md Humayun Kabir

Post-doctoral Researcher
0 Instructor Rating
0 Review
3 Students
1 Course

Sardar Md Humayun Kabir received a Doctor of Philosophy in Business Administration from the International Islamic University Malaysia. Before pursuing a PhD, he had a Master's in Business Administration and a Bachelor's in Computer Science and Engineering. During his PhD journey, he worked on several collaborative and sponsored research projects funded by organizations in Malaysia and Japan. He has authored and co-authored a significant number of research papers that are being published in international journals indexed in SCOPUS, Web of Science, and other indexes. He has a remarkable number of international conference proceedings. He is a reviewer of Emerald and InderScience publishing journals. He has recently been working as a postdoctoral researcher at the International Islamic University Malaysia and also as a speaker for the International CCA Postgraduate Program at Universiti Teknologi Mara, Malaysia.

Total Price

BDT 1000 ৳2000

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