The school covers various topics in the field of modern machine learning. The participants will learn the principles of machine learning, gain experience with neural networks, and become familiar with ML models, their selection, and optimization. Students are expected to know at least one programming language at an intermediate level and be familiar with the foundations of higher mathematics and probability theory.
What you get
Official ITMO certificate, 4 ECTS
Assistance from experienced teachers during practical classes
Comprehensive experience in machine learning
Practical skills in neural networks optimization
Networking
Additional points when applying for ITMO’s Master’s programs
Who can apply?
Students with programming language skills (Python / C++/ Java)
Applicants should be proficient in the English language (B1 and higher)
Schedule
Day 1
Monday
Introduction to Machine Learning
Day 2
Tuesday
Basic Models
Day 3
Wednesday
Linear Models. Support Vector Machine
Day 4
Thursday
Probabilistic Classifiers. Trees and Ensembles
Day 5
Friday
Model Selection and Optimization
Day 6
Monday
Clustering
Day 7
Tuesday
Introduction to Neural Networks. Neural Networks and Optimization
A scanned copy of the identity document is required for the following purposes: a. To check if the student is underage. In case the student is under 18 years old, we will require an ID of their legal representative. b. To compile a study contract that contains the full name of the student and their ID details. c. To bill the student and receive payment. d. To issue a school completion certificate and award ECTS credits.
You can submit your national ID instead.
Some summer schools at ITMO are offered for free. Unfortunately, there are no discounts or waivers for fee-based schools.
All ITMO schools are held on campus by default. Some may also be conducted online. Visit a school’s page for additional information.
Unfortunately, ITMO Dormitories are not available for the summer and winter breaks, therefore, summer and winter school students are offered to stay in our partner accommodations:
Absolutely! Once we confirm your participation and receive payment for the school, you will be assigned an ITMO Buddy who will help you with your arrival, airport pick-up, check-in, as well as orientation in St. Petersburg and ITMO.
We did our best to collect all the needed information in this article. Follow the link and learn more about typical prices on groceries, SIM card, transportation, and delivery services.
Yes, once the school fees are paid, you will receive your visa invitation letter if your studies are held on campus. The visa invitation letter is granted for the period of 3 days before and 3 days after the school’s official dates.
We organize a cultural event every weekend during summer and winter schools. You will enjoy a guided tour around the best St. Petersburg sites and participate in an entertaining quest in the historical center of the city.