Programming assignments (Jupyter notebooks) in Ph.D. university course "Data Mining".
Technology stack used:
- Python
- Jupyter
- Matplotlib
- NumPy
- SciPy
- Pandas
Main problems considered:
- Jupyter notebook using
- NumPy, SciPy and Matplotlib libraries using
- Pandas: indexing, selecting and editing a dataset
- Pandas: aggragate functions
- Missed data processing
- Linear regression problem solving
- Clustering problem solving