Notebooks for Data Science fundamentals course, which took place in Spring 2022.
The course included lectures on following topics:
- Introduction to Data Science,
- Numpy,
- Pandas,
- Visualization techniques and tools,
- Dimensionality reduction,
- Classification,
- Regression,
- Ensembles algorithms,
- Clustering.