Рекомендованные онлайн-курсы
Programming Block (Russian Platform)
Course title: Python Programming
Course link: https://stepik.org/course/102668/
Course description: This course trains your programming skills in Python. Learn the basics of the programming language and step up to write code companies would like to hear about.
Course title: Introduction to Computer Science and Object-Oriented Programming: Python
Course link: https://stepik.org/course/56730/
Course description: The course assumes no prerequisite knowledge, and we hope that, by the end of the course, you will have learned how to think computationally, how to write programs in Python, and how to design classes using the principles of Object-Oriented Programming (OOP).
Course title: Introduction to Programming using Python
Course link: https://stepik.org/course/101104/
Course description: This course is an introduction to programming for students with little or no prior programming experience. The course covers algorithms and their relationship to basic programming concepts and core computational concepts. The material is taught in the context of the Python programming language and reinforced with programming exercises.
Course title: Data Structures
Course link: https://stepik.org/course/579
Course description: This course is was made with the intention of teaching Computer Science students about various data structures as well as the applications in which each data structure would be appropriate to use.
Programming Block (Foreign Platform)
Course title: Introduction to Programming with Python (Harvard University)
Course link: https://www.edx.org/course/cs50s-introduction-to-programming-with-python
Course description: An introduction to programming using Python, a popular language for general-purpose programming, data science, web programming, and more.
Mathematical Block (Russian Platform)
Course title: Linear Algebra: Problems and Methods
Course link: https://stepik.org/course/79/
Course description: The goal of the course is to explain the fundamental ideas of linear algebra and how to use them to find easy solutions of hard problems.
Course title: Probability Theory
Course link: https://stepik.org/course/52134/
Course description: The goal of the course is to explain the fundamental ideas of Probability and Statistics.
Course title: Introduction to Statistics
Course link: https://stepik.org/course/701/
Course description: The course provides an introduction to statistics and data analysis. During the four week we will discus the most important methods and concepts of statistics.
Mathematical Block (Foreign Platform)
Course title: Calculus: Differentiation (MIT)
Course link: https://www.edx.org/course/calculus-1a-differentiation
Course description: Discover the derivative — what it is, how to compute it, and when to apply it in solving real world problems.
Course title: Data Science: Probability (Harvard University)
Course link: https://www.edx.org/course/data-science-probability
Course description: Learn probability theory — essential for a data scientist — using a case study on the financial crisis of 2007-2008.
Course title: Introduction to Differential Equations (MIT)
Course link: https://www.edx.org/course/introduction-to-differential-equations-2
Course description: Scientists and engineers understand the world through differential equations. You can too.
Course title: Machine Learning for Data Science and Analytics (Columbia University)
Course link: https://www.edx.org/course/machine-learning-for-data-science-and-analytics
Course description: Learn the principles of machine learning and the importance of algorithms.
Cloud Block (Foreign Platform)
Course title: AWS Cloud Practitioner Essentials (AWS)
Course link: https://www.edx.org/course/aws-cloud-practitioner-essentials
Course description: Jumpstart your journey within the AWS Cloud! Whether you are new to the cloud or familiar with cloud technologies this course will introduce you to cloud concepts and core AWS services, security and architecture to advance your cloud knowledge and solve business challenges.
Course title: AWS Cloud Technical Essentials (AWS)
Course link: https://www.edx.org/course/aws-cloud-technical-essentials
Course description: Kick off your cloud career by learning the fundamentals of AWS products, services, and solutions and basic concepts of database, storage, networking, security and cloud computing.
Course title: Building Modern Python Applications on AWS (AWS)
Course link: https://www.edx.org/course/building-modern-python-applications-on-aws
Course description: In this course, we will be covering how to build a modern, greenfield serverless backend on AWS.
Course title: Getting Started with Data Analytics on AWS (AWS)
Course link: https://www.edx.org/course/getting-started-with-data-analytics-on-aws
Course description: Learn how to go from raw data to meaningful insights using AWS with this one-week course.
Course title: Introduction to AWS Identity and Access Management (AWS)
Course link: https://www.edx.org/course/introduction-to-aws-identity-and-access-management
Course description: This course will focus on one of the key security services, AWS Identity and Access Management (IAM). It is meant to provide learners with an introduction to and some deeper level content on AWS IAM.
Course title: Cloud Cost Management: Optimization Strategies (AWS)
Course link: https://www.edx.org/course/cloud-cost-management-optimization-strategies
Course description: Cloud cost management is the organizational planning that allows an enterprise to understand and manage the costs and needs associated with its cloud technology. In particular, this means finding cost-effective ways to maximize cloud usage and efficiency. AWS has a set of services, tools and resources to help the customers with cost management and optimization. This course will highlight the solutions and best practices to get started with optimizing AWS cost and capacity.
Data Analytics Block (Russian Platform)
Course title: Machine Learning and Data Mining
Course link: https://stepik.org/course/62243
Course description: This course provides an introduction to machine learning and data mining.
Course title: Introduction to Data Analysis
Course link: https://openedu.ru/course/spbu/DATA_ANALYSIS
Course description: With this course, you will begin to take the first steps in the world of data analysis. You will see in detail the main concepts and processes that make up this discipline.
Data Analytics Block (Foreign Platform)
Course title: Data Science: R Basics (Harvard University)
Course link: https://www.edx.org/course/data-science-r-basics
Course description: Build a foundation in R and learn how to wrangle, analyze, and visualize data.
Course title: Data Science: Machine Learning (Harvard University)
Course link: https://www.edx.org/course/data-science-machine-learning
Course description: Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
Course title: Data Science: Visualization (Harvard University)
Course link: https://www.edx.org/course/data-science-visualization
Course description: Learn basic data visualization principles and how to apply them using ggplot2.
Course title: Statistical Learning (Stanford University)
Course link: https://www.edx.org/course/statistical-learning
Course description: Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R.
Course title: Statistical Thinking for Data Science and Analytics (Columbia University)
Course link: https://www.edx.org/course/statistical-thinking-for-data-science-and-analytic
Course description: Learn how statistics plays a central role in the data science approach.
Course title: Data Science: Inference and Modeling (Harvard University)
Course link: https://www.edx.org/course/data-science-inference-and-modeling
Course description: Learn inference and modeling, two of the most widely used statistical tools in data analysis.
Course title: Fundamentals of TinyML (Harvard University)
Course link: https://www.edx.org/course/fundamentals-of-tinyml
Course description: Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
Course title: Data Science: Linear Regression (Harvard University)
Course link: https://www.edx.org/course/data-science-linear-regression
Course description: Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.
Course title: Machine Learning for Data Science and Analytics (Columbia University)
Course link: https://www.edx.org/course/data-science-linear-regression
Course description: Learn the principles of machine learning and the importance of algorithms.
Course title: Data Science: Wrangling (Harvard University)
Course link: https://www.edx.org/course/data-science-wrangling
Course description: Learn to process and convert raw data into formats needed for analysis.
Course title: Learning From Data (Introductory Machine Learning) (Caltech)
Course link: https://www.edx.org/course/learning-from-data-introductory-machine-learning
Course description: Introductory Machine Learning course covering theory, algorithms and applications. Our focus is on real understanding, not just "knowing".
Economics Block (Russian Platform)
Course title: Financial analysis
Course link: https://stepik.org/course/65136
Course description: The course is designed to form students' knowledge of the theoretical provisions of financial analysis and practical skills of its implementation.
Economics Block (Foreign Platform)
Course title: Introduction to Corporate Finance (Columbia University)
Course link: https://www.edx.org/course/introduction-to-corporate-finance
Course description: Learn key financial concepts for evaluating and valuing investment opportunities, including how to value stocks and bonds.
Course title: Risk & Return (Columbia University)
Course link: https://www.edx.org/course/risk-return
Course description: Learn how to measure the risk and return of equity and debt; and compute the weighted average of cost of capital.
Course title: Principles of Economics (Stanford University)
Course link: https://www.edx.org/course/principles-of-economics
Course description: This course is designed as an introduction to the study of economics. Participants will be exposed to the economic way of thinking and learn about the functioning of a modern market economy.
Management Block (Russian Platform)
Course title: Practices of Digital Transformation
Course link: https://openedu.ru/course/spbu/PACDIG_ENG
Course description: The course contains the necessary materials for digitalization of business processes of an enterprise in the context of modern infocommunication infrastructures.
Course title: Performance Management and Decision-Making
Course link: https://openedu.ru/course/spbu/FINDECISION/
Course description: The course is a must-have if you need to understand budgeting and costing. It gives you the introduction to the world of financial planning, decision-making, performance evaluation, and control of corporate performance delivery.
Management Block (Foreign Platform)
Course title: Computer Science for Business Professionals (Harvard University)
Course link: https://www.edx.org/course/cs50s-computer-science-for-business-professionals
Course description: This course is introduction to computer science for business professionals, designed for managers, product managers, founders, and decision-makers more generally.
Course title: Introduction to Probability Management (Stanford University)
Course link: https://www.edx.org/course/introduction-to-probability-management
Course description: Probability management is the discipline of communicating and calculating uncertainties as auditable data arrays called Stochastic Information Packets or SIPs. This course provides a basic introduction to the subject.
Course title: Networks, Crowds and Markets (Cornell University)
Course link: https://www.edx.org/course/networks-crowds-and-markets
Course description: Explore the critical questions posed by how the social, economic, and technological realms of the modern world interconnect.
Soft-skill Block (Russian Platform)
Course title: Easy Way to Technical Writing
Course link: https://stepik.org/course/684
Course description: The course is aimed at simplifying your approach to technical writing in English as well as explaining some grammar, vocabulary, and punctuation typical of this genre. It summarizes the main points of successful and up-to-date technical writing and reading process.
Course title: Basic Skills of Constructive Communication
Course link: https://openedu.ru/course/spbstu/BSCONCOM
Course description: Insufficiently developed skills in constructive communication lead to misunderstandings and conflicts between employees and managers. As a result, effectiveness of business processes, project work and the quality of services are reduced. This applies to any team and organization, and in a broad sense - to society as a whole.
Soft-skill Block (Foreign Platform)
Course title: Exercising Leadership: Foundational Principles (Harvard University)
Course link: https://www.edx.org/course/exercising-leadership-foundational-principles
Course description: Mobilize people to tackle tough problems and build the capacity to thrive through the dangers of change.
Course title: Causal Diagrams: Draw Your Assumptions Before Your Conclusions (Harvard University)
Course link: https://www.edx.org/course/causal-diagrams-draw-your-assumptions-before-your
Course description: Learn simple graphical rules that allow you to use intuitive pictures to improve study design and data analysis for causal inference.
Course title: Product and Service Creation in the Internet Age (MIT)
Course link: https://www.edx.org/course/product-and-service-creation-in-the-internet-age
Course description: The way new products and services are developed is undergoing the biggest paradigm shift since the industrial revolution. This means real opportunities for entrepreneurial leaders like you. To take advantage of the opportunities, start by changing the way you think about innovation.