• Attempt any five questions.
• All questions carry equal marks.
What are measures of central tendency? Describe in detail.
Describe measures of location of dispersions in detail.
Explain various levels of measurements in detail.
What are statistical inferences? Explain different statistical inferences in detail.
What is Multivariate analysis? Describe in detail.
What is Chi Square Test? Describe in detail.
We have the potato yield from 12 different farms. We know that the standard potato yield for the given variety is . . Test if the potato yield from these farms is significantly better than the standard yield. Apply t-test.
What is Regression Analysis? Explain simple and multiple regression with example.
What is Bayesian modelling? How it works? Describe its advantages and disadvantages.
Describe maximum likelihood test in detail.
Describe different Python visualization libraries in detail.
What is PowerBI? Describe different PowerBI tools in detail.
What do you mean Data Wrangling? Explain Data Wrangling process in detail.
What is data visualization? Explain Univariate, Bivariate and Multivariate Exploration of Data.
Describe the different types of file formats in detail.
What is Big Data? Explain various big data processing tools in detail.
