Program description

Could you call yourself a programming guru? How many programming languages do you know? What is the difference between high-level and low-level programming languages? The world-class experts will help you gain knowledge, obtain professional skills and acquire unique international experience in the field.

Who can apply?

• Students with programming language skills (Python / C++/ Java) 
• Students proficient in English language (B1 and higher)

What will you get?

• ITMO’s official certificate, 3 ECTS
• Teacher’s assistance during the practical classes 
• Comprehensive experience in machine learning
• Practical skills in neural networks optimization
• Networking
• Additional points when applying for ITMO’s Master’s programs

What do school fees include?

• Registration and tuition
• Virtual tour around St. Petersburg
• Online cultural tour
• All taxes
• Online materials

Why choose ITMO?

• Entered the top 100 (#79) in Computer Science by QS World University Rankings
• ITMO team is the world's only 7-times ACM ICPC champion 
• 365th in QS World University Rankings
• Ranked 6th among Russian universities by Forbes University Ranking
• 170+ partner universities around the world

Camp schedule

• Monday – Introduction to Machine Learning
• Tuesday – Basic Models
• Wednesday – Linear Models. Support Vector Machine
• Thursday – Probabilistic Classifiers. Trees and Ensembles
• Friday – Model Selection and Optimization
• Monday – Clustering
• Tuesday – Introduction to Neural Networks. Neural Networks and Optimization
• Wednesday – Convolutional Neural Networks. Recurrent Neural Networks
• Thursday – Dimensionality Reduction
• Friday – Noise Filtering and Missing Values Completion

The program includes one lecture and one practice class held every day from 11.00 to 15.00 (Moscow time, GMT +3)

Contact

International Admission Office
Ms. Ekaterina Rassolenko
e.rassolenko@itmo.ru