We offer you one of the best courses on the Data Science Master’s program (based on student feedback) – “Linear algebra for data scientists” in 100% distant learning. The course will interest those who have already started or are planning to begin a career in machine learning and want to deepen their knowledge of the mathematical foundations used in modern machine/deep learning methods.
The total duration of the course is 12 weeks.
- Basic linear algebra
- Orthogonality Orthogonal vectors and subspaces
- Eigenvalues and eigenvectors
- Symmetric matrices and quadratic forms
- Matrix Factorisation
- Iterative Methods
- Numerical Optimisation
- Least Square Methods
Number of ECTS – 5.
Detailed information by clicking on the link: https://apps.ucu.edu.ua/certificate-programs/linear-algebra-for-data-scientists-autumn-2019/