Dr. Galyna Tabunshchyk
Zaporizhia National Technical University (Ucrania)
Seminar Schedule 8-11 April,15:30 – 17:30h
- Monday (Apr. 8th) – Introduction into Python
- Python basics
- Object oriented programming with Python
- Tuesday-Wednesday (Apr. 9th-10th) – Introduction into scientific calculations with Python
- Numpy, Scipy, Pandas, Matplotlib
- Descriptive Statistics, Basic of Grouping, ANOVA
- Thursday (Apr. 11th) – Model Development
- Simple and Multiple Linear Regression
- Model Evaluation Using Visualization
- Polynomial Regression and Pipelines
- R-squared and MSE for In-Sample Evaluation
- Prediction and Decision Making
Secretaría: