DATA MINING AND VISUALIZATION (2/1 Credits)

Learning Outcomes:

On successful completion of this course, student will be able to:

1. Explain the concepts of exploratory data analysis, graphics, and data visualization
2. Demonstrate creating graphs and building predictive models in R
3. Interpret The results of exploratory data & predictive models
4. Apply data exploration to craft stories and analysis tools

Topics:

1. Data, Exploratory Data Analysis, and R
2. Graphics in R
3. Exploratory Data Analysis: A First Look
4. Working with External Data
5. Linear Regression Models
6. Crafting Data Stories
7. Working with Text Data
8. Exploratory Data Analysis: A Second Look
9. Graphics in R
10. Exploratory Data Analysis: a First Look
11. Working with Text Data
12. Exploratory Data Analysis: a Second Look
13. More General Predictive Models
14. Crafting Data Stories
15. More General Predictive Models