Data Mining with Python (Practical)

This paper will be based on theory paper DAC 331. Students will be able to apply and practice the concepts of Data mining.

The practical covers the following topics:

Review of Python
Overview of Python tools for Data Analysis
Python has for data cleaning and processing -- pandas
Data exploration & analysis libraries for Data Science: Pandas, Numpy
Open-source software for mathematics, science, and engineering: SciPy
Data visualization/ plotting library: Matplotlib
Machine learning library: scikit-learn