DATA MINING AND VISUALIZATION (2 Credits)

Learning Outcomes:

On successful completion of this course, student will be able to: LO1 – explain the concepts of data preprocessing, exploratory data analysis, and data storytelling; LO2 – demonstrate data preprocessing and data exploration with R; LO3 – Use R to create visualization and report; LO4 – perform data storytelling to convey insights to others.

Topics:

1. Exploratory Analysis and R;
2. Variation in Data;
3. Relationships in Data;
4. Basic Principles Behind Effective Data Visualization;
5. Interactive Visualizations;
6. Data in R;
7. Data Preprocessing;
8. Crafting data stories;
9. Developing report with RMarkdown;
10. Exploring a new dataset.