The International IT-School “Machine Learning, Parallel and Hybrid Computations & Big Data Analytics” in frames of the International Conference "Mathematical Modeling and Computational Physics, 2019" (MMCP2019) will be held on 01–04 July 2019 at the Congress center Academia in Stará Lesná.
The aim of the IT-school is to learn modern methods in the process of solving applied tasks on the latest computing architectures using parallel programing technologies, modern tools for data analysis, machine and deep learning, and to gain practical experience in solving applied tasks in the field of high energy physics and data science.
The main topics are:
- algorithms and technologies for parallel and hybrid computing;
- methods and tools in big data science;
- use of high-performance systems for data processing and modeling of physical experiments;
- machine learning.
Working languages: English.
Practical part will be held on the basis of the HybriLIT heterogeneous computing platform (http://hlit.jinr.ru/en/) in frames of the ML/DL ecosystem. Tutorial’s program includes parallel programming technologies (MPI, OpenMP, CUDA), libraries for solving tasks on HPC-based platforms, Python, data analysis libraries and frameworks, machine and deep learning approaches.