Which are three components of analytics?
[4 marks]What is analytics? Where it is applied?
[3 marks]Differentiate cross sectional data, time series data and panel data with example.
[7 marks]Explain various measurement of central tendency.
[3 marks]Explain chebyshev theorem with example.
[4 marks]For following data calculate mean,median,mode,decile( D4 & D8) and percentile(P10& P70) and quartile.
[7 marks]Draw histogram for following data.
[7 marks]What is difference between Decile and Percentile?
[3 marks]Draw various type of Kurtosis diagrams.
[4 marks]How Box plot is used to detect outliers? Explain with example.
[7 marks]What is degree of freedom?
[3 marks]Draw various type skewness diagrams.
[4 marks]Draw and explain box plot for following data with Q1,Q3 and IQR value calculation.
[7 marks]Differentiate normal distribution with standard normal distribution.
[3 marks]Where and why poision distribution used ? Explain with example.
[4 marks]Explain bayes theorem with example.
[7 marks]Page 1 of
[2 marks]Differentiate CDF and PDF.
[3 marks]Where and why geometric distribution used? Explain with example?
[4 marks]Explain use of association rule with example.
[7 marks]Differentiate linear regression with logistic regression.
[3 marks]Explain decision tree with example.
[4 marks]Explain role of data science in Healthcare? Which kind of analysis we can do to provide efficient service to patient?
[7 marks]Differentiate dependent variable with independent variable.
[3 marks]Explain maximum like hood estimation using example.
[4 marks]How data science is useful in Education system? Which kind of analysis we can do at college level and state level to enhance education level. Page 2 of
[2 marks]