Python for Data Science (in Russian)
Video recordings of online lectures on Python programming organized in June 2022.
Jun 1, 2022
Introduction to Python
This introductory tutorial covers the very first steps how to start working with Python (installation, different IDEs, where to get help, and resources to learn Python) and brings you closer to the first coding.
Dec 7, 2021
Computational Models of Behavior, part 1
How to fit reinforcement learning models to behavioral data using Maximum Likelihood Estimation.
Oct 25, 2021
Python for Neuroscience
Free and interactive course designed to guide you through the basics of Python programming.
Sep 28, 2021
Intro to EEG Data Analysis
Preprocessing & Event-related potential (ERP) of EEG data taken from Cavanagh et al. (2019) experiment.
Feb 19, 2021
Packages for Data Visualization (in Russian)
The main types of charts. How to build graphs in Python using `matplotlib`, `seaborn` and `plotly` packages.
Apr 24, 2020
How do CART models work
Overview of how classification and regression trees work behind the scenes using the binary classification example.
Apr 22, 2020
Intro to NumPy, pandas & SymPy (in Russian)
Overview of Python numpy, pandas and sympy packages for Data Science.
Apr 10, 2020
How to Deal with Multi-Armed Bandit Problem
How to get maximum performance of your A/B test when you have any prior information about users.
Apr 1, 2019