12 Courses and Certifications

HSE University Courses & Certifications 2024

  • Ownership: Public/Government
  • Estd. Year: 1992
  • Total Faculty: 7000
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Master of Data Science

Offered by

Online Degree

Master of Data Science

The “Master of Data Science” Certification is an online course by the National Research University Higher School of Economics (HSE University) in association with Coursera. HSE University is a leader in Russia’s education by making a combination of traditional, and international practices in both teaching and research. This prestigious university has been ranked as the number 1 by Forbes, amongst the list of the "Universities for the Future Elite: 100 Best Russian Universities.

The “Master of Data Science” syllabus is a holistic mix of meetings, coursework, and live class sessions that are taught in English, and the work environment is replicated as the real environment of Data Scientists by using Github, Python, and some recently used apps like 

Slack and Zoom. Also, this course does not have any on-campus module requirements.

If you are a student with or without prior coding experience and want to become a data scientist with a master's degree from a foreign university then this “Master of Data Science” Training is the right course for your career. The faculty that teaches this course is an amalgamation of an expert at HSE, and Yandex to give you the best learning experience. 

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24 Months
Master of Finance

Offered by

Online Degree

Master of Finance

The Master of Finance course is designed to deliver knowledge of Managerial and corporate finance along with commercial or investment banking and wealth management, the course offers various applied courses such as advanced data analysis and Machine learning in finance.

The Master of Finance training encourages to learn about portfolio management with adaptive market hypothesis, the course offers knowledge of foreign exchange market and financial problems in business firms and dealing with it. The course explores both basic and advanced knowledge and techniques to analyse financial status of an investment firm, including risk and return. The course focuses on practical knowledge of the financial industry.

The Master of Finance online training covers corporate capital valuation including real asset valuation, financial asset valuation and capital investment valuation. The course introduces to the Alternative investment strategies with analysis of classic investment strategies and their risk and return.

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24 Months
Master of Computer Vision

Offered by

Online Degree

Master of Computer Vision

Computer vision is a part of Artificial intelligence in which a computer is trained to understand the real world with various cameras, digital images, videos and deep learning and trained models to act properly, with the emerging demand of automation technologies, demand of computer vision engineers has emerged too, The Master of Computer Vision online course from HSE University covers every possible knowledge which a computer vision engineer should have. The course explores 2D and 3D image processing and scene modeling, motion estimation and multi view camera modeling which helps the computer to understand the visual world properly and act accordingly with a set of organized data and trained models.

The Master of Computer Vision syllabus includes Machine Learning and Deep Learning in computer vision for building algorithms for the computer vision for the classification of objects and image processing. The course encourages candidates to learn about object oriented programming languages which are often used in Computer vision projects.

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24 Months
Master of Business Analytics

Offered by

Online Degree

Master of Business Analytics

Business Analytics is a key element in growing a business as it includes various practices to investigate business metrics and data to grow a business by making successful business strategy with the help of advanced skills, methods, and techniques. The Master of Business Analytics online course explores various theories in finance including fundamentals of pricing and valuation of assets including derivatives, bonds, and stocks.

The Master of Business Analytics syllabus covers Financial management and corporate finance which includes market infrastructure, regulation, and financial intermediation, and the use of financial instruments. The course encourages learners to know about valuation management, manage the valuation of the company with various techniques and data. The Master of Business Analytics online course teaches about Strategic management and accounting for developing a successful business strategy to upscale the business and develop strategic management skills for decision making, risk control, performance evaluation, and strategic planning to constantly grow in a competitive environment.

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24 Months
Master of Data and Network Analytics

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Online Degree

Master of Data and Network Analytics

Data Analysis is one of the most important elements to understand the problem of a population, organization or consumers of product/services by applying various models, theories and analysis. The Master of Data and Network Analytics degree equips candidates with the advanced Big data analytics skills to perform statistical analysis to extract the useful information from large sets of data. 

The Master of Data and Network Analytics syllabus develops the problem solving ability of the students by organizing multilevel models and performing structural and exploratory data analysis to investigate large sets of data to summarise the patterns of data by various data visualization methods and graphic notes.

The Master of Data and Network Analytics focuses on the advanced knowledge of network analysis and statistical approaches of network analysis to analyze the complex connections and structure in a way to make it useful for the purpose of network analysis which is difficult to analyse large quantities of complex connections and can affect the final conclusion of the analysis.

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18 Months
Mobile Interaction Design How to Design Usable Mobile Products and Services

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Certificate

Mobile Interaction Design: How to Design Usable Mobile Products and Services

The primary aim of the Mobile Interaction Design: How to Design Usable Mobile Products and Services programme is to teach candidates how to model mobile products and services for the use of people. For that, candidates are required to learn something. Which are, the activities of interaction design and their role in the entire product design process, methods of consumer analysis based on qualitative approaches, an inspection of usability and methods of scientific usability assessment, the design process and best practises from the fields of study of interaction design, visual design and information architecture with an emphasis on the former.

The matter which makes the Mobile Interaction Design: How to Design Usable Mobile Products and Services programme special is an emphasis on the way of thinking during a design process. The reflection of the decisions of a designer in the context of design issues that make it possible to reflect constantly on the design process and contribute to the growth of the number of design alternatives proposed. The second special thing about this Mobile Interaction Design: How to Design Usable Mobile Products and Services programme is to concentrate on describing the notion of usability issues and the processes of finding and evaluating them.

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10 Weeks
Intermediate
Free
Skills Covered:
Knowledge of UI
Digital Transformation of Megapolises from Zero to 1 in UN Digital e-Government Ranking

Offered by

Certificate

Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online course is offered by the online educational platform Coursera and the course is developed by the HSE University. The course materials and assessments are designed to be completed within eighteen hours in their entirety, the students own the liberty to take the course at their own convenient speed. This online programme is instructed by the course educator Artem Ermolaev and Andrey Belozerov who are experts in the field. 

The Digital transformation of megapolises: from zero to #1 in UN digital e-government ranking online training is about understanding and analysing the strategies of transformation management. It helps one explore the practical ideas related to raising funds for digital projects in a city aiding the process of digital transformation. This course is about discovering the strategies involved in the formation of smart cities and the gaining skills required to promote government projects.

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8 Weeks
Beginner
Free
Skills Covered:
Automation skills Knowledge of Artificial Intelligence Marketing skills Leadership Knowledge of Digital Tools Business Management Knowledge of Urban Planning
Introduction to Numerical Analysis

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Certificate

Introduction to Numerical Analysis

The coursework of the Introduction to numerical analysis course by Coursera has been structured to give the learners an insight into the various concepts of Numerical analysis and to help them develop their career in that direction. This course aims at enabling the candidates to have a detailed understanding of the process of numerical computing which requires assembling building blocks into computational pipelines and a basic understanding of its numerical methods, their strengths, limitations, failure modes and weaknesses. 

Through this coursework, the participants will be trained to analyze and develop the primary characteristics of numerical algorithms. They will be able to represent them with diverse classic problems in numerical mathematics. The process of implementing constructions into working prototypes of numerical code will also be taught. This course is being instructed by Evgeni Burovski who is an assistant professor at the School of Applied Mathematics at HSE.  The instructor ensures to deliver the programme in an interactive manner by including discussion forums, projects, e-learning videos and practice exercises as a part of conducting classes. This course is being offered by the National Research University Higher School of Economics on Coursera.

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7 Weeks
Intermediate
Free
Skills Covered:
Mathematical skill
Practical Reinforcement Learning

Offered by

Certificate

Practical Reinforcement Learning

The Practical Reinforcement Learning programme by Coursera is the fourth out of the seven courses included in the ‘Advanced Machine Learning Specialization’. Offered by the National Research University- Higher School of Economics, this online programme will make you an expert in the field of machine learning.

Reinforcement Learning is one of the fundamentals of machine learning. Without getting a good grasp of this particular area, one cannot master the art of artificial intelligence. With the certification course in Practical Reinforcement Learning by Coursera, you can get in-depth knowledge about Reinforcement Learning and hone the various skills required to master this area of machine learning.

The Practical Reinforcement Learning online course by Coursera is well equipped with a planned curriculum as well as offerings like graded quizzes and assignments, peer feedbacks, practice quizzes, etc. that will help you to become proficient in this field. You will earn a shareable certificate upon completion as well.

The Practical Reinforcement Learning online programme by Coursera is a full package that covers all the core concepts of Reinforcement Learning, including free methods, dynamic programming, value-based methods, neural networks, algorithm-writing, model-free methods, and more.

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6 Weeks
Expert
3,686
Skills Covered:
Machine learning Data science knowledge Knowledge of Artificial Intelligence Programming skills Knowledge of Algorithms
Natural Language Processing

Offered by

Certificate

Natural Language Processing

The ‘Natural Language Processing’ online certification course is provided for the eligible students to equip themselves with the advanced skills of NLP for everyday tasks, suggest outlooks, and identify the optimum techniques. This online free course is provided by Coursera online education platform and the curriculum is developed by the HSE University. The course duration is designed to be completed in thirty-two hours and the students are allowed to work with flexible deadlines.

The course instructors for this online training are academic and industrial professionals Anna Potapenko(Researcher), Alexey Zobnin(Associate Professor), Anna Kozlova(Team Lead), Sergey Yudin(Analyst-Developer), etc. This course is part of the Advanced Machine Learning Specialization and enables participants to learn using course content provided with subtitles in Arabic, French, Portuguese, Italian, Vietnamese, Korean, German, Russian, English, Spanish, and other practical learning methodologies.

The ‘Natural Language Processing’ online training program helps students receive a course certificate that is shareable online after finishing the course study, assessments, and tests.

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5 Weeks
Expert
Free
Skills Covered:
Natural Language Processing Machine learning Knowledge of deep learning
Deep Learning in Computer Vision

Offered by

Certificate

Deep Learning in Computer Vision

The Deep Learning in Computer Vision online course by Coursera is focused on introducing learners to computer vision, right from the basics. Eventually, the certification course moves to deep learning models which are more modern. Image, as well as video recognition, is a primary part of the programme. The comprehensive curriculum will cover image annotation and classification, motion estimation, human action recognition, and more.

Moreover, Deep Learning in Computer Vision programme is the fifth course in the Advanced Machine Learning Specialization. The National Research University Higher School of Economics offers an online course in association with Coursera. The Deep Learning in Computer Vision certification course is an advanced-level course with a self-paced learning option. You will also work on a final project to implement their learnings. 

In the course project for the Deep Learning in Computer Vision course, you will learn to build face recognition and manipulation systems. This project will help you get an idea about the internal mechanics of this technology. The online course also includes a shareable certificate which you will receive from Coursera upon successful completion. 

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5 Weeks
Expert
4,202
Skills Covered:
Knowledge of Artificial Intelligence Knowledge of deep learning
How to Win a Data Science Competition Learn from Top Kagglers

Offered by

Certificate

How to Win a Data Science Competition: Learn from Top Kagglers

The How to Win a Data Science Competition: Learn from Top Kagglers online course is a part of Coursera’s Advanced Machine Learning Specialisation. It is a course in the Data Analysis domain and undertaking this course will help you push your limits, and boost your career in data science

The Coursera How to Win a Data Science Competition Course is not a basic machine learning programme. It trains you to get a head-up on your competitors and get high-rank solutions. It gives you a better understanding of practical applications of machine learning methods. 

How to Win a Data Science Competition: Learn from Top Kagglers certification course has a plethora of expert professors and research data scientists who will teach you for the duration of this course. It is offered by the National Research University Higher School of Economics which is one of the top research universities in Russia. You will earn a shareable certificate upon completion, and you can share your skills in data science. 

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5 Weeks
Expert
3,686
Skills Covered:
Predictive Modeling knowledge

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