Education programs | MIPT - Moscow Institute of Physics and Technology

Program Сoordinator

Prof. Radoslav Neychev

E-mail: neychev@phystech.edu

Program Focus

This online program aims to introduce students to the contemporary state of Machine Learning and Artificial Intelligence. It provides comprehensive practical experience and builds thorough theoretical background. Combined together, these skills and knowledge become very valuable in the rapidly emerging field of Artificial Intelligence.

Aspects Studied

Foundations of AI

Ways to build effective and stable technical solutions

Cloud and distributed Computing

Most valuable (CV, NLP) and promising (RL) areas so far

Curriculum

Deep Learning
Cloud computing
Applied Data Analysis
Computer Vision
Natural Language Processing
Reinforcement Learning

Full program curriculum

Program Highlights

This program is built by experts, who proved themselves both in industry and academia. Supported by top-tier companies in the AI field: Yandex, Sberbank, this program bridges delivers the most comprehensive coverage of the AI field so far.

Hands-on experience in AI applications

Real life examples from industrial and research projects

Interactive educational process

Program Outcomes

Graduate of this program should gain the:

Knowledge of how to reformulate real (e.g. business) problems in technical language and understand the appropriate approaches to them
Proficient knowledge of Machine Learning and Deep Learning, when and how to apply the appropriate Machine Learning/Deep Learning methods
Ability to retrieve fruitful insights from the data and present them in an informative way
Proficiency in creating stable and effective software, building reliable and robust data pipelines
Distributed and cloud computing competencies
General understanding of the modern state and trends of the AI field

Career Opportunities
                                Machine Learning/Deep Learning/Research Engineer. Further skills development can lead to Machine Learning/Deep Learning/Research Scientist position
Cloud Engineer
Technological Entrepreneur in AI area
            

The program based on collaboration with our leading Russian and foreign research institutions dealing with information technologies, data science and machine learning such as:

Specific Entry Requirements

Experience in at least one programming language (Python/C++/java/R/MATLAB). Python experience highly recommended
Proficient English language knowledge
Basic knowledge of Calculus, Linear Algebra

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