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Regular version of the site

What's Inside

👨🏼‍🏫 Bootcamp
// 3 lessons to become acquainted with the most popular programming language, Python, + 3 additional classes to dive into data tools and Data Science with machine learning

👩🏻‍💻 Practice 
// 3 contests featuring Python tasks with auto-checking + homework for self-practice to reinforce acquired skills

🏆 Final project 
// a verifiable hands-on machine learning project as the grand finale
 

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About the Course

During this event, you will explore the fundamentals of Python programming and machine learning, grasp the basics of working with data tools, and learn how to apply these skills to Data Science. You'll also have the opportunity to practice solving tasks using Python, engage in contests with auto-checking, and work on a hands-on final project to gain a better understanding of machine learning techniques. By the end of the bootcamp, you'll be equipped with the essential skills needed to tackle real-world Data Science problems and embark on your journey in the field.

Who's It For

This event is suitable for individuals who are curious about Data Science, Python programming, and machine learning, regardless of their prior experience. We aim to provide an inclusive learning environment that encourages a diverse audience, including aspiring Data Scientists, students considering further studies in the field, and professionals looking to expand their skillsets. There are no strict prerequisites; however, a basic understanding of mathematics and programming concepts would be helpful. We are excited to welcome everyone and look forward to teaching you the fundamentals of Data Science.

 Speaker

Meet the speaker for the course, Lecturer of the Master of Data Science program: 

 

 

Yury Sanochkin

Education:
• Bachelor's degree in Business Informatics from the Higher School of Economics (HSE)
• Master's degree in Business Informatics: Digital Enterprise and Information Systems Management from the Higher School of Economics (HSE)

Work experience:
• Lecturer in Data Science courses for the English-taught Master of Data Science program at HSE, Faculty of Computer Science, 2023 - present
• Lecturer at HSE across various departments, including the Department of Higher Mathematics, Graduate School of Business, and Department of Mathematics, 2021 - present 
• Data Science Lecturer at Sberbank Corporate University, 2023 - present
• Online school "Coalition" (additional education for school students) Teacher of computer science courses and summer schools, 2022 - present
• Pulsar Production (online courses) Chief methodologist and teacher of competitive programming courses for school students, 2023 - present
• Research intern at HSE, Faculty of Computer Science / Department of Big Data and Information Retrieval / Scientific and Educational Laboratory of Modeling and Management of Complex Systems, 2021 - 2022

Yuri Sanochkin brings extensive experience in Data Science and teaching. His background in both education and industry ensures that participants will gain valuable insights and practical knowledge during the bootcamp.

Syllabus

 

  • July 12th - 19:00 | Python Fundamentals: Getting Started with Syntax

  • July 14th - 19:00 | Python Building Blocks: Introduction to Data Structures

  • July 16th - 19:00 | Python Essentials: Control Structures and Functions

  • July 18th - 19:00 | Introduction to Pandas: Data Wrangling and Exploratory Data Analysis

  • July 20th - 19:00 | Machine Learning Foundations: K-Nearest Neighbors and Linear Regression

  • July 22nd - 19:00 | Advanced Machine Learning: Ensemble Methods and Techniques

  • July 22nd - 23:30 | Submission of the final project