Data Science at National Research University Higher School of Economics

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11 learning opportunities

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National Research University Higher School of Economics

Advanced Algorithms and Complexity

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 algorithm…

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National Research University Higher School of Economics

Algorithmic Toolbox

The course covers basic algorithmic techniques and ideas for computational problems arising frequently in practical applications: sorting and searchi…

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National Research University Higher School of Economics

Algorithms on Graphs

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 …

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National Research University Higher School of Economics

Calculus and Optimization for Machine Learning

Hi! Our course aims to provide necessary background in Calculus sufficient for up-following Data Science courses.

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National Research University Higher School of Economics

Combinatorics and Probability

Counting is one of the basic mathematically related tasks we encounter on a day to day basis. The main question here is the following. If we need to …

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National Research University Higher School of Economics

Data Structures

Apply basic algorithmic techniques such as greedy algorithms, binary search, sorting and dynamic programming to solve programming challenges. Ap…

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National Research University Higher School of Economics

First Steps in Linear Algebra for Machine Learning

The main goal of the course is to explain the main concepts of linear algebra that are used in data analysis and machine learning. Another goal is to…

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National Research University Higher School of Economics

Introduction to Deep Learning

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural langu…