"Data Science in Software Engineering" is an interdisciplinary master’s program focused on application of data science methods and tools during the software development process, especially for design, testing and quality assurance of AI based systems
This Master’s Degree Program includes training in the fields of software engineering, mathematical modelling, complex systems analysis, as well as multi-dimensional data analysis, natural language processing, and process mining.
Graduates of the Program will be able to solve problems concerning data search, storage, preparation and analysis, as well as interpretation of results in the area of software development with focus on testing and quality assurance.
Speakers
Academic director of the master program
Rostislav Yavorskiy, Tomsk Polytechnic University
Administrative director of the master program
Aleksei Zarubin, Tomsk Polytechnic University
Industrial partner
Iosif Itkin, Exactpro
Summary
- Specialization: Data Science in Software Engineering
- Area: 09.04.01 Informatics and computer engineering
- Language: English
- Duration: 2 years
- Format: distant learning with offline events
- Tuition fee (per year): 256 300 RUB (2 900 EUR)
- Russian government scholarships: 15 bursaries
Training projects
- Exploratory analysis and visualization of complex data sets
- Monitoring and process discovery for high load applications
- High volume log mining
- NLP tools for analysis of software specifications
- Automated classification of bug reports
Courses
- AI testing
- Analysis and modeling of complex systems
- Data engineering
- Graph theory and network analysis
- Natural language processing
- Non-functional testing
- Process mining
- System reliability and security
- Technology entrepreneurship
- Time-series analysis
- Quality assurance for enterprise software
How to enroll
Use the following section at TPU website
https://abiturient.tpu.ru/en/applic...
Related events
- International Summer School on Data Science in Software Engineering
- International Conference on Software Testing, Machine Learning and Complex Process Analysis
- Летняя школа по медицинской информатике (in Russian)
- Летняя школа по финансовым технологиям (in Russian)
- Летняя школа по робототехнике, автоматизации и промышленному дизайну (in Russian)
The meeting with the program management will start on 25 June 2021 (Friday), at 12:00Msk
Please fill in the following form to get the link to join the event: