Data Science Projects for Practice

Beginner to advanced level projects with detailed explanation, for practicing and strengthening your skills in Data Science.
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Upcoming Cohort

25 May 2024

Practise and sharpen your skills with
our exclusive collection of Data Science projects!

Glasstype Prediction
Glasstype Prediction using Streamlit

Streamlit powers a sleek web app predicting glass types through machine learning—a blend of simplicity and accurate forecasts at play.

Pre-requisite

Python, Machine Learning, Model deployment using web application

Tools Required

Python

Streamlit

Submitted by Kavitha
Car Price Prediction using Streamlit
Car Price Prediction using Streamlit

Predicting car prices is made easy - Streamlit web app is combined with machine learning precision for a seamless experience.

Pre-requisite

Python, Machine Learning, Model deployment using web application

Tools Required

Python

Streamlit

Submitted by Kavitha
Retail DB Analysis-1
Retail DB Analysis

This project deals with analyzing the various parameters in customer behavior and sales trends within a retail company.

Pre-requisite

SQL

Tools Required

MySQL Workbench

Submitted by Ravinder
Vehicle Sales Analysis-1
Vehicle Sales Analysis

This project involves extracting relevant information from the Vehicle Sales Database to meet specific business requirements

Pre-requisite

SQL

Tools Required

MySQL Workbench

Submitted by Ganesh
Social Media Analysis-1
Social Media Analysis

A social platform is analysed in this project to gain a holistic understanding of user engagement and thus improving its interactivity.

Pre-requisite

SQL

Tools Required

MySQL Workbench

Submitted by Ravinder
Moviews DB Analysis
Movies DB Analysis

The project aims for an in-depth movie database analysis, extracting valuable insights related to actors, movies, genres, ratings, directors, and reviewers.

Pre-requisite

SQL

Tools Required

MySQL Workbench

Submitted by Mahesh
Data Professional Survey
Data Professional Survey

This project enables us to explore the dynamic landscape of the data professional community using a powerful Power BI dashboard.

Pre-requisite

Power BI, Excel

Tools Required

Power BI

MS Excel

Crime Data Analysis
Crime Data Analysis

In this project, we'll be utilizing Python and the PyMySQL library to interface with a MySQL database and analyze crime data.

Pre-requisite

Python, SQL, ML

Tools Required

Jupyter Notebook

MySQL

Space-Mission-Dashboard
Space Mission Dashboard

In this project we build Space Mission Dashboard with a comprehensive analysis of space missions conducted from 1957 to August 2022.

Pre-requisite

Power BI

Tools Required

Power BI

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Music Streaming Application Analysis

Create a cutting-edge music streaming platform. Focus on an extensive collection, personalized experiences & insights into user behaviour, and preferences for enhanced user experience.

Pre-requisite

SQL

Tools Required

MySQL Workbench

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Monthly Sales Analysis

This project will provide insights into sales performance, customer behavior, and geographic distribution on a monthly basis.

Pre-requisite

Power BI

Tools Required

Power BI

in-7
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Coffee Shop Sales Analysis

The objective of this project is to develop a comprehensive sales analysis dashboard that provides insights into sales trends, transaction patterns, and product performance.

Pre-requisite

Excel

Tools Required

Excel

in-7
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Python Analysis on AirBnB

This project explores the data to correct any quality issues, visualizes the data and identifies key insights and recommendations.

Pre-requisite

Python, Pandas, Matplotlit, Seaborn, Excel

Tools Required

Python

Jupyter Notebook

Excel

in-7
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Quality Analysis Dashboard

The Quality Analysis Dashboard offers a centralized solution for monitoring key quality indicators and identifying areas for improvement.

Pre-requisite

Power BI and Excel

Tools Required

Power BI

Excel

in-7
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Film Database Analysis

The objective of this project is to categorize films by genre, validating customer emails, filtering films by title criteria, and categorizing films by length.

Pre-requisite

HTML, CSS, JavaScript

Tools Required

MySQL

Workbench

in-7
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Avocado Sales Analysis Dashboard

This project aims to empower stakeholders with actionable insights in avocado sales by creating a comprehensive Power BI dashboard.

Pre-requisite

Power BI

Tools Required

Power BI

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HR Analytics Dashboard

HR Analytics Dashboard tackles talent optimization and enhances employee satisfaction, aligning compensation and workforce distribution planning.

Pre-requisite

Power BI

Tools Required

Power BI

in-7
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Cinemalytics

The project aims to design a database system with views focusing on films released in 2006 and showcasing the total revenue per film.

Pre-requisite

MySQL Workbench

Tools Required

SQL