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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.