Study Guide

Objective

After completing the course, the student:
- Understands the basic concepts of programming.
- Can apply programming as a part of problem-solving process.
- Understands the use of statistical indicators in data analytics.
- Knows the most common methods of data analysis.
- Understands the role of training and test sets.
- Can apply methods of data analysis to investigate given data and make conclusions about it

Content

- Basic structures of programming such as loop, selection and function.
- Basics of statistics
- Linear regression.
- K nearest neighbour method.
- Dimension reduction
- Parameter selection