Seminario Python for Data Analytics ETSIST Room A3002

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
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