Job positions: Data Scientist, Machine Learning Engineer, Artificial Intelligence Engineer, programmer.
Benefits of the program
The advantage of this program is the concentration on practical examples that demonstrate the application of Artificial Intelligence methods for solving real problems. Students will apply their skills and knowledge to develop business applications.
Students have an opportunity to take part in the competitions of neural network developers on the global Kaggle platform. Kaggle competitions are interesting and challenging projects for gaining knowledge and practice, have insightful discussions with industry experts and become a part of the world biggest data science community.
The AI bachelor program has foreign partners such as the Korean company SAMSUNG and the Chinese company HUAWEI. Guest lecturers from these companies share their extensive experience with our students. University teachers underwent appropriate retraining (reeducation) and are certified by these companies. Students have the opportunity to obtain certificates “IT ACADEMY SAMSUNG” and “ICT ACADEMY HUAWEI” in artificial intelligence. Such certificates from the world's leading companies provide a significant competitive advantage in employment.
The program is taught in English in multinational environment and enable students to acquire cross cultural communication skills valuable for international job market.
Our students have an opportunity to spend a semester or an academic year abroad at one of our partner universities.
Python programming skills
Knowledge of the basic algorithms of Artificial Intelligence
Ability to prepare Data for a Neural Network (loading, clearing, normalization, etc.)
Ability to analyze data with Pandas, Seaborn, Matplotlib libraries
Ability to apply a neural network with a given architecture using ready-made libraries
Python and machine learning tools, libraries (Keras, TensorFlow, PyTorch) and frameworks for real life problem solving
Data analysis with Python
Neural Networks Basics
Natural Language Processing (NLP)
Audio signal processing
Time series analysis in Python
Generative adversarial networks (GAN)
Internship can be completed at INRTU educational research laboratories and centers:
Laboratory of Artificial Intelligence and Machine Learning;
Laboratory of Methods and Means of Information Protection;
Laboratory of Nanostructure Modeling;
International Center for Applied Developments for Cloud and Data Center Technologies;
Baikal Center for Nanotechnologies;
Our graduates find job in Russia and abroad (China, Vietnam, Mongolia, etc). They are in demand in large and medium-sized energy enterprises, private business enterprises in different industries, for example retail, finance, healthcare, manufacturing, logistics, and many others.
English language (or provide TOEFL iBT 80, IELTS 6.0 or equivalent)
2900 $/ year