Introduction to Data Analysis
Undergraduate Course, AGH Univeristy of Kraków, 2022
Course introducing students to the basics of data analysis. Teaching between 2018 and 2020.
Topics covered:
- Python in Data Science (NumPy, Pandas, SciPy, Matplotlib)
- Statistical Analysis
- Data Visualization
- Linear Regression
- Logistic Regression
- Introduction to Machine Learning
- Dimensionality Reduction