The Sparks Foundation

Data Science & Business Analytics Tasks

TASK #1

Prediction using Supervised ML

• Predict the percentage of an student based on the no. of study hours.

• Datasets

• YouTube

• LinkedIn

TASK #2

Prediction using Unsupervised ML

• From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually.

• Datasets

• YouTube

• LinkedIn

TASK #3

Exploratory Data Analysis - Retail

• Perform ‘Exploratory Data Analysis’ on dataset ‘SampleSuperstore’

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

• Datasets

• YouTube

• LinkedIn

TASK #4

Exploratory Data Analysis - Terrorism

• Perform ‘Exploratory Data Analysis’ on dataset ‘Global Terrorism’

• As a security/defense analyst, try to find out the hot zone of terrorism.

• Datasets

• YouTube

• LinkedIn

TASK #6

Prediction using Decision Tree Algorithm

• Create the Decision Tree classifier and visualize it graphically.

• The purpose is if we feed any new data to this classifier, it would be able to predict the right class accordingly.

• Datasets

• Youtube

• LinkedIn

Thank you for visting
Regards Tapaswini Kar