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