Higher School of Economics Courses

Algorithmic Toolbox

23 reviews

The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searching, divide and conquer, greedy algorithms, dynamic programming. We will learn a lot of theory: how to sor…

• Coursera
• 40 hours worth of material, 6 weeks long
• 9th Jan, 2023
• Free Online Course (Audit)

Mathematical Thinking in Computer Science

2106 ratings at Coursera

Mathematical thinking is crucial in all areas of computer science: algorithms, bioinformatics, computer graphics, data science, machine learning, etc. In this course, we will learn the most important tools used in discrete mathematics: induction, recursi…

• Coursera
• 42 hours worth of material, 6 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Data Structures

16 reviews

A good algorithm usually comes together with a set of good data structures that allow the algorithm to manipulate the data efficiently. In this course, we consider the common data structures that are used in various computational problems. You will learn…

• Coursera
• 25 hours worth of material, 6 weeks long
• 9th Jan, 2023
• Free Online Course (Audit)

Introduction to Graph Theory

902 ratings at Coursera

We invite you to a fascinating journey into Graph Theory — an area which connects the elegance of painting and the rigor of mathematics; is simple, but not unsophisticated. Graph Theory gives us, both an easy way to pictorially represent many major math…

• Coursera
• 21 hours worth of material, 5 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Algorithms on Strings

1019 ratings at Coursera

World and internet is full of textual information. We search for information using textual queries, we read websites, books, e-mails. All those are strings from the point of view of computer science. To make sense of all that information and make search…

• Coursera
• 19 hours worth of material, 4 weeks long
• 20th Mar, 2023
• Free Online Course (Audit)

Algorithms on Graphs

2176 ratings at Coursera

If you have ever used a navigation service to find optimal route and estimate time to destination, you've used algorithms on graphs. Graphs arise in various real-world situations as there are road networks, computer networks and, most recently, social ne…

• Coursera
• 55 hours worth of material, 6 weeks long
• 9th Jan, 2023
• Free Online Course (Audit)

Introduction to Deep Learning

2 reviews

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimizat…

• Coursera
• 60 hours worth of material, 5 weeks long
• 9th Jan, 2023
• Free Online Course (Audit)

Advanced Algorithms and Complexity

652 ratings at Coursera

You've learned the basic algorithms now and are ready to step into the area of more complex problems and algorithms to solve them. Advanced algorithms build upon basic ones and use new ideas. We will start with networks flows which are used in more typic…

• Coursera
• 27 hours worth of material, 5 weeks long
• 8th May, 2023
• Free Online Course (Audit)

Number Theory and Cryptography

537 ratings at Coursera

We all learn numbers from the childhood. Some of us like to count, others hate it, but any person uses numbers everyday to buy things, pay for services, estimated time and necessary resources. People have been wondering about numbers’ properties for thou…

• Coursera
• 17 hours worth of material, 4 weeks long
• 9th Jan, 2023
• Free Online Course (Audit)

Курс начального уровня учит обработке изображений с помощью языка программирования Python. В курсе рассматриваются: устройство цифровых изображений, коррекция яркости и цвета изображения, фильтрация изображений, частотный анализ и устройство формата JPEG…

• Stepik
• 5 hours worth of material
• On-Demand
• Free Online Course

Курс введения в базы данных знакомит слушателями с историей создания систем обработки структурированных данных, подходами к обработке информации, развитием моделей данных и систем управления данными. Основу курса составляет изучение и применение в типовы…

• Stepik
• 13 hours worth of material
• On-Demand
• Free Online Course

Программа курса на базовом уровне освещает практические основы программирования. В ходе обучения предстоит решить множество небольших задач, охватывающих основные базовые конструкции языка C++. Такой опыт будет полезен всем, кто хочет углубиться в изучен…

• Stepik
• 20 hours worth of material
• On-Demand
• Free Certificate

Microcredential

Data Structures and Algorithms

Computer science legend Donald Knuth once said “I don’t understand things unless I try to program them.” We also believe that the best way to learn an algorithm is to program it. However, many excellent books and online courses on algorithms, that excel…

• Coursera
• 6 hours a week, 35 weeks long
• Paid Course
• 6 courses

Microcredential

Advanced Machine Learning

This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving…

• Coursera
• 6 hours a week, 43 weeks long
• Paid Course
• 7 courses

Microcredential

Mathematics for Data Science

This Specialization is part of HSE University Master of Data Science degree program. Learn more about the admission into the program here and how your Coursera work can be leveraged if accepted into the program. Behind numerous standard models and constr…

• Coursera
• 4 hours a week, 26 weeks long
• Paid Course
• 4 courses