Explain data analytics with its various applications.
[7 marks]Explain data type in detail with example. What is vector? How it can be created in R? Explain index vector by using
[7 marks]07 suitable example.
[ marks]What is data frame? Explain the functionally of data frame with example.
[7 marks]i. What is variable? How to assign a value to a variable and removing variable in R? ii. Explain classification of data in detail.
[3 marks]List out various Graphs available in R. Explain Histogram, BoxPlot and Line Graph in details.
[7 marks]What is list? Explain it to create and access elements of it with suitable example.
[7 marks]Explain reading and writing csv and JSON file with appropriate packages.
[7 marks]What is Object? How to convert one object form to another object form?
[7 marks]What is Binomial Distribution? Explain functions used to execute Binomial Distribution with example.
[7 marks]What is prediction? Differentiate random forest and decision tree. Which decision model is best for decision making?
[7 marks]What is Regression? Explain Multiple Regression and Logistic Regression in details.
[7 marks]What is an array? Explain various ways to create an array in R.
[7 marks]Explain Creating data for analytics through reinforcement learning in detail.
[7 marks]Explain linear models with example.
[7 marks]Explain various control structure in Rwith sample example code.
[7 marks]Write an Rscript that will receive Nnumbers and calculate mean, standard deviation, minimum and maximum. Plot bar chart of input numbers.
[7 marks]