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Overview
Key Facts
- The Machine Learning Theory and Application certificate offered at Peter the Great St. Petersburg Polytechnic University (SPbPU) introduces students to the theoretical foundations of machine learning and data science, as well as to the solution of real business problems with the help of computer vision, classification and regression algorithms. The optimal balance between theory and practice provides both a good foundation and the ability to apply knowledge in practice.
Programme Structure
Courses include:
- Brief History rewiew and state of the art;
- Supervised and unsupervised learning;
- Overfitting and underfitting;
- Regularization in ML
Lecturers
Key information
Duration
- Part-time
- 12 days
Start dates & application deadlines
- Starting
- Apply before
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Language
English
Credits
4 ECTS
Delivered
Online
Campus Location
- Saint Petersburg, Russia
Disciplines
Computer Sciences Machine LearningWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
- Elementary knowledge of programming skills;
- Knowledge of basics of matrix operations and differentiation;
- Good command of English. All classes and extracurricular activities are carried out in English. Knowledge of the Russian language is not required;
- Applicants are expected to have at least 1 year of University level studies.
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residents50000 RUB / full≈ 50000 RUB / full -
Domestic Applies to you
Applies to youCitizens or residents50000 RUB / full≈ 50000 RUB / full
Funding
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