List and discuss the advantages of Python.
[5 marks]Discuss datatypes in Python.
[5 marks]Explain control structure in Python.
[5 marks]Explain the phases of Data Science Pipeline.
[5 marks]Explain functions of Scikit learn library.
[5 marks]Explain EDA approach in detail.
[5 marks]Write a python code to read the local image, obtain statistics about that image, and display the image onscreen.
[5 marks]Explain DataFrame in Pandas with example.
[5 marks]Write a small code to perform following operations on data: Slicing, Dicing, Concatenation, Transformation.
[5 marks]Explain how to deal with missing data in Pandas.
[5 marks]Explain Slicing rows and columns with example.
[5 marks]Explain imputation in detail with example
[5 marks]List various types of graph/chart available in the pyplot of matplotlib library for data visualization. Explain them in detail.
[5 marks]Provide your views on Data wrangling with suitable example.
[5 marks]Explain time series plot with appropriate examples.
[5 marks]Explain importance of Legends, Labels and Annotations in Graphs.
[5 marks]Explain Box plot with example.
[5 marks]