This repository contains the tasks that completed while working as an intern for The Sparks Foundation.
- Internship Category - Data Science and Business Analytics
Please click on the images on right side to view my solution.
- Predict the percentage of marks of an student based on the number of study hours.
- This is a simple linear regression task as it involves just 2 variables.
- Data can be found at https://raw.githubusercontent.com/AdiPersonalWorks/Random/master/student_scores%20-%20student_scores.csv
- 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?
Please click on the images on right side to view my solution.
- For the given ‘Iris’ dataset, 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.
- Data can be found at https://bit.ly/3kXTdox
Please click on the images on right side to view my solution.
- 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.
- Data can be found at https://drive.google.com/file/d/1lV7is1B566UQPYzzY8R2ZmOritTW299S/view
Please click on the images on right side to view my solution.
- From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually.
- Use R or Python or perform this task.
- Data can be found at https://bit.ly/3cGyP8j
Please click on the images on right side to view my solution.
- Problem Statement: Perform Exploratory Data Analysis on 'Indian Premiere League'
- As a sports analysts, find out the most successful teams, players and factors contributing win or loss of a team.
- Suggest teams or players a company should endorse for its products.
- Data can be found at https://bit.ly/34SRn3b
Please click on the images on right side to view my solution.
- Perform ‘Exploratory Data Analysis’ on dataset ‘Global Terrorism’
- As a security/defense analyst, try to find out the hot zone of terrorism.
- What all security issues and insights you can derive by EDA?
- Data can be found at https://bit.ly/2TK5Xn5