Data Mining

Programming assignments (Jupyter notebooks) in Ph.D. university course "Data Mining".

Technology stack used:

1. Python
2. Jupyter
3. Matplotlib
4. NumPy
5. SciPy
6. Pandas

Main problems considered:

1. Jupyter notebook using
2. NumPy, SciPy and Matplotlib libraries using
3. Pandas: indexing, selecting and editing a dataset
4. Pandas: aggragate functions
5. Missed data processing
6. Linear regression problem solving
7. Clustering problem solving