By the successful completion of the course the students will be able to:
- Define and use basic calculus concepts such as functions, limits, derivatives and integration,
- Describe the basic vectors, matrices and core linear algebra concepts,
- Use linear algebra in data informatics studies,
- Formulate optimization problems,
- Apply gradient descent based approaches for optimization.