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Overview
Opportunities
The Machine Learning Theory and Application program 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:
- Supervised and unsupervised learning
- Overfitting and underfitting
- Regularization in ML
- Model Validation metrics and tactics
- Machine learning algorithms classification
Lecturers
Key information
Duration
- Part-time
- 12 days
Start dates & application deadlines
- Starting
- Apply before
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More details
Language
English
Credits
4 ECTS
Delivered
On Campus, Online
Disciplines
General Engineering & Technology Machine Learning View 7 other Short Courses in General Engineering & Technology in RussiaAcademic 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.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
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Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at Peter the Great St. Petersburg Polytechnic University (SPbPU) and/or in Russia, please visit Student Insurance Portal.
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 Fee
To always see correct tuition fees
-
International
50000 RUB/fullTuition FeeBased on the tuition of 50000 RUB for the full programme during 12 days. -
National
50000 RUB/fullTuition FeeBased on the tuition of 50000 RUB for the full programme during 12 days.
Living costs for Saint Petersburg
34733 - 58700 RUB /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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