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
Links:
[1] https://businessanalytics.iisuniv.ac.in/courses/subjects/data-mining-python-practical
[2] https://businessanalytics.iisuniv.ac.in/academic-year/2019-2020