Materials for NRU HSE MAGOLEGO course Data Science for Business

Contacts:

• Leonid Zhukov (lectures) [email protected]
• Anvar Kurmukov (seminars) [email protected]
• Dmitry Kiselev (seminars) [email protected]
• Telegram channel (see invite link in email)
• Zoom (see in email and in telegram chat)
• Youtube playlist with seminars TODO
• Youtube playlist with lectures TODO

Syllabus

Seminar 1. Enviroments (Python, Orange, Excel, ChatGPT), basic data wrangling and visualization, simple statistics. Seminar 2. Regression & Classification examples. Linear Regression/Logistic Regression, Decision Trees, K nearest neighbors. Working with categorical data.