Case Study

Analyzing Student Grades – Hypothesis Testing

This case study utilizes the fundamental concepts of statistical tests and visualizations to predict student academic performance, and uses those insights to initiate early actions to improve student performance and instructor quality.

Analysing Student Marks - Hypothesis Testing
  • 3 bar graph
    Difficulty: Advanced

    Designed for those with a technical background or industry experience

  • Asset 1
    Duration: Approximately 3 hours

Case Overview

  • Learn to use statistical tests and data visualization to predict student academic performance and enhance both student performance and instructor quality.
  • Develop a working understanding of Hypothesis testing  to make conclusions about a population, based on a small sample size
  • Apply various hypothesis tests, which can be classified as parametric and non-parametric.
  • Utilize various data visualization methods, including box plots, density plots and grouped bar charts, to solve a business case

What’s included

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Skills You Will Learn

Data Management

Data Visualization

Statistical Hypothesis Testing

Statistical Inference

Fundamentals of Data Analytics

Fundamentals of Data Visualization

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