TASK 1: Prediction Using Supervised Machine Learning Predict the percentage of an student based on the no. of study hours. This is a simple linear regression task as it involves just 2 variables. You can use R, Python, SAS Enterprise Miner or any other tool. What will be predicted score if a student studies for 9.25 hrs/ day?
TASK 2: Prediction using unsupervised Machine learning From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually.
Task 3: Business Analytics on dataset 'Sample Superstore' Perform ‘explore Business Analytics’ on dataset ‘superstore.csv’ What all business problems you can derive by exploring the data?
TASK 4: Exploratory Data analysis on IPL dataset Perform ‘Exploratory Data Analysis’ on dataset ‘Indian Premier League’ As a sports analysts, find out the most successful teams, players and factors -contributing win or loss of a team.