TASK 1 : Prediction of the Students Score

Predict the score of a student based on the number of hours studied, using Linear regression model on the independent variable (Hours) to predict the dependent variable (Scores) and further used this regression model to predict the score of a student who studies for 9.25 hrs/ day. The model evaluated with Goodness of Fitness - R2, MSE Dataset:- http://bit.ly/w-dat

TASK 2 : Prediction using Unsupervised ML From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually. Dataset: https://bit.ly/3kXTdox

TASK 3 : Exploratory Data Analysis Retail

● Perform ‘Exploratory Data Analysis’ on given dataset ‘SampleSuperstore’.

● As a business manager, try to find out the weak areas where you can work to make more profit.

● What all business problems you can derive by exploring the data? Datasethttps://bit.ly/3i4rbWl