TOP Data Science courses from Stepik

The course introduces students to the basic concepts of Data Science. We will look at basic algorithms (linear models, decision trees, KNN, compositions), and analyze data preparation (cleaning, generation of new features and their selection). The knowledge gained will be enough to solve a wide range of problems.

The purpose of this course is to introduce students to the theory and practice of deep learning and neural networks in an interactive format. During the course you will be offered several practical tasks. The last assignment is the final practical project. Based on the results of the course, a certificate of completion will be issued, which provides benefits for admission to bachelor's and master's programs at the Faculty of Faculty of Physics and Technology of the Moscow Institute of Physics and Technology.

The purpose of this course is to introduce students to the theory and practice of deep learning and neural networks in an interactive format. During the course you will be offered several practical tasks. The last assignment is the final practical project. Based on the results of the course, a certificate of completion will be issued, which provides benefits for admission to bachelor's and master's programs at the Faculty of Faculty of Physics and Technology of the Moscow Institute of Physics and Technology. The basic stream is intended for those who are taking their first steps in Data Science. A significant part of the course is devoted to the Python language, data analysis libraries and mathematics for Data Science. in the second half we will talk about the general theory of neural networks, as well as about neural networks in computer vision

🏆Winner of Stepik Awards 2022 in the category “Breakthrough of the Year”🏆 Practical video course on the basics of data science. No mathematics, no theory, only examples of solving real problems using pandas and CatBoost. An introductory part of the course on python and pandas for data analysis is available for free!🔥

This course is for those who want to master the Scala language, get acquainted with the principles of functional programming in Scala and gain the knowledge necessary for both a future Scala developer and data engineer