Data Analysis

Bachelor of Digital Science, Universiti Brunei Darussalam, Digital Science, 2024

Students will learn the latest technologies, including Tableau, Python, and R.

ZD-1201 and ZD-2401

  • Descriptive Statistics: Tables and Graphs, Averages, Variability, Normal Distributions and Standard (z) Scores, Describing Relationships: Correlation, Regression
  • Inferential Statistics: Probability Distributions, Sampling Distribution, Estimation, Hypothesis Testing, t-Table, t-tests, ANOVA, Chi-Square Statistic
  • Tableau: Tableau - Getting Started, Tableau - Connecting to Data, Tableau - Visualization - Introduction, Tableau - Filtering and Sorting, Tableau - Data Aggregation, Tableau - Calculated Field, Tableau - Geo Map, Tableau - Trend Lines, Tableau - Forecasting, Tableau - Dashboard and Stories
  • R Language: Basics, ggplot2, dplyr, Plotly, Shiny, Visualization Best Practices, Geospatial