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X Summer School

Achievements and Applications
of Contemporary Informatics, Mathematics and Physics
August 4-18, 2015, Kyiv (Ukraine)

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Applied Computer Science

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ACS stream will be focused on Data Science and Data Analysis. In the modern world these fields are especially eminent due to the dramatically growing amount of data produced by the mankind. The ACS program will include classes on data retrieval, pre-processing and storage, data mining and machine learning techniques. The practical project topics will incorporate, among others, visual data analysis, natural language processing, social data analysis etc.

Core Course

Introduction to Machine Learning
Introduction to Python
Introduction to Business Analytics

Courses materials

Topics of the projects

Using Neural Networks for Diabetic Retinopathy (DR) Detection in Eye Images
Harvesting information from video surveillance systems.
Creation of Ukrainian language NER (named entity recognition) system
Normalization of Noisy Text
Content-based Image Recommendations for Online Social Networks
Multimodal Neural Language Models
Satellite Image Processing
Linear Systems. Analysis of Complex Nonlinear Data Sets and Model Development. Meta Modelling vs Mechanistic Modelling

Lecturers

Dmytro Fishman

Ukraine/Estonia

Vsevolod Dyomkin

Ukraine

Andrey Lyubonko

Ukraine

Dmytro Karamshuk

United Kingdom/Ukraine

Sergii Gavrylov

Ukraine

Konstantin Tretyakov

Estonia

Oleksii Leonov

Ukraine

Serge Gale

Ukraine/UK/Norway


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  • About us
    • What is AACIMP?
    • Organizers
    • Contact us
    • Kyiv
  • Partners
    • How to get involved
    • Financial
    • Media
    • Corporate Sponsorship
    • Travel
    • In kind
  • Program
    • Smart Cities
    • 3D Printing
    • Computational Neuroscience
    • Applied Computer Science
    • Poster Session
    • Plenary Session
    • Student Projects
    • AACIMP 2013
    • AACIMP 2014
  • Participation
    • General schedule
    • How to apply?
    • Eligible students
    • Student responsibilities
  • Tuition
    • Registration fees
    • How to pay?
    • Discounts & scholarships
  • Housing
    • Accommodation
    • Dining services
    • Travel information
    • Visa information
  • Impressions
    • Photo memories
    • Video memories
    • Organizers impressions
    • Alumni opinions
  • Promotion
  • FAQ