Dr Nagender Aneja

Dr Nagender Aneja

Asst. Prof. School of Digital Science

Data Analysis

Bachelor of Digital Science, Universiti Brunei Darussalam, Digital Science, 2023

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

ZD-1201 and ZD-2401

Lectures

  1. Statistics

    1. Introduction
    2. Descriptive Statistics
      1. Tables and Graphs
      2. Averages
      3. Variability
      4. Normal Distributions and Standard (z) Scores
      5. Describing Relationships: Correlation
      6. Regression
    3. Inferential Statistics
      1. Probability Distributions
      2. Sampling Distributions
      3. Sampling Distributions Example
      4. Estimation
      5. Hypothesis Testing
      6. t-Table
      7. t-Tests
      8. ANOVA
      9. Chi-Square Statistic
    4. Tables

  2. Tableau

    1. Tableau - Getting Started
    2. Tableau - Connecting to Data
    3. Tableau - Visualization - Introduction
    4. Tableau - Filtering and Sorting
    5. Tableau - Data Aggregation
    6. Tableau - Calculated Field
    7. Tableau - Geo Map
    8. Tableau - Trend Lines
    9. Tableau - Forecasting
    10. Tableau - Dashboard and Stories

  3. R Language

    1. Basics
    2. Advanced Visualization
      1. ggplot2
      2. dplyr
      3. Plotly
      4. Shiny
      5. Visualization Best Practices
      6. Geospatial