Task 1

Simple Linear Regression

A simple Linear Regression task to predict the percentage of marks that a student is expected to score based on the number of hours they studied.

Task 2

Prediction Using Unsupervised Machine Learning

From the given 'Iris' dataset, predict the optimum number of clusters using K-Means algorithm and represent it visually.

Task 3

Exploratory Data Analysis - Retail.

Find out the weak areas in a business, where you can work to make more profit. Find the various business problems which can be derived by exploring the data.

Task 5

Exploratory Data Analysis - Sports

Exploratory Data analysis on the Indian Premier League dataset. As a Sports analyst find out the most successful teams, players and factors contributing to win or loss.

Task 6

Prediction using Decision Tree Algorithm

Create the Decision Tree Classifier and visualize it graphically. If any new data is fed to this classifier, it should predict the right class.