Summer Camp in Machine Learning 2022

Place of Study: Online!

Language: English

Duration: 2 weeks (July 18-29, 2022)

Outcome: Theoretical knowledge and practical skills in the field of machine learning; ITMO official certificate, 3 ECTS

Deadline: July 7, 2022

Fees: 22,000 RUB (~245 euro)


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, 2 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?


 


Camp schedule

  • July 18, Monday – Introduction to Machine Learning
  • July 19, Tuesday – Basic Models
  • July 20, Wednesday – Linear Models. Support Vector Machine
  • July 21, Thursday – Probabilistic Classifiers. Trees and Ensembles
  • July 22, Friday – Model Selection and Optimization
  • July 25, Monday – Clustering
  • July 26, Tuesday – Introduction to Neural Networks. Neural Networks and Optimization
  • July 27, Wednesday – Convolutional Neural Networks. Recurrent Neural Networks
  • July 28, Thursday – Dimensionality Reduction
  • July 29, 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