Project Ideas

Data Science Projects — Beginner to Advanced

BeginnerSummer Training (28 days)

Exploratory Data Analysis on Public Dataset

Perform comprehensive EDA on a dataset (COVID-19, Olympics, or World Bank). Clean data, find patterns, and create visualizations.

PythonPandasMatplotlibSeabornJupyter

BeginnerSummer Training (28 days)

Survey Data Analysis Dashboard

Analyze survey responses, compute statistics, create cross-tabulations, and build a Streamlit dashboard for interactive exploration.

PythonPandasPlotlyStreamlit

BeginnerSummer Training (28 days)

Web Scraping and Analysis

Scrape data from a website (job listings, product prices), clean it, analyze trends, and visualize findings.

PythonBeautifulSoupPandasMatplotlibJupyter

IntermediateIndustrial Training (45 days)

Sales Forecasting Model

Build a time series forecasting model for retail sales using ARIMA and Prophet. Evaluate accuracy and create a forecasting dashboard.

PythonProphetPandasPlotlyStreamlit

IntermediateIndustrial Training (45 days)

Customer Lifetime Value Prediction

Calculate and predict CLV using BG/NBD and Gamma-Gamma models. Segment customers by value and recommend marketing strategies.

PythonLifetimesPandasscikit-learnPlotly

IntermediateIndustrial Training (45 days)

Social Media Sentiment Dashboard

Analyze social media data for brand sentiment. Track sentiment over time, identify trending topics, and visualize with interactive dashboard.

PythonTextBlob/VADERPandasPlotlyStreamlit

Advanced6-Month Internship

Healthcare Data Analysis Platform

Build an end-to-end data science platform for healthcare data — patient outcomes analysis, risk scoring, and interactive reporting.

PythonPandasscikit-learnPlotlyStreamlitDocker

Advanced6-Month Internship

Automated ML Report Generator

Create a tool that accepts a dataset, automatically performs EDA, trains multiple models, selects the best, and generates a PDF report.

PythonPandasscikit-learnFPDFStreamlitPlotly

Advanced6-Month Internship

Geospatial Analysis Dashboard

Analyze location-based data (crime, real estate, or delivery) with geospatial visualizations, heatmaps, and clustering on maps.

PythonGeoPandasFoliumPlotlyStreamlitPostgreSQL/PostGIS

Build these projects with expert guidance

CodingClave's Data Science programs in Lucknow include guided project building with code reviews, mentorship, and deployment support.

Apply Now View Data Science Course

Frequently Asked Questions

Common Questions

What Data Science projects can beginners build?+

Start with the beginner projects listed here. They cover fundamental concepts and are completable in 28 days during CodingClave's summer training in Lucknow.

Are these projects suitable for AKTU training?+

Yes. Beginner projects for 28-day, intermediate for 45-day, and advanced for 6-month programs. CodingClave in Lucknow provides guided project building and report support.

Does CodingClave help build these projects?+

Yes. All CodingClave training programs in Lucknow include mentored project building with code reviews and deployment assistance.

Can I use these for my B.Tech final year project?+

The intermediate and advanced projects work well for final year submissions with added documentation and a research component.

How many projects should I build for my portfolio?+

Aim for 2-3 quality projects. One beginner to show fundamentals, one intermediate to show depth, and one advanced to show capability.

Should I deploy these projects?+

Always deploy to production. A live project with a URL impresses recruiters far more than a GitHub repository alone.

Can I modify these project ideas?+

Absolutely. Customizing projects shows initiative and creativity. CodingClave mentors help you add unique features.

What salary boost do projects provide?+

Candidates with 2-3 deployed projects typically receive 15-25% higher offers than those without. Projects are the strongest signal for freshers.

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Get Started

Learn Data Science at CodingClave Lucknow

Join our practical-based Data Science training in Lucknow. 28-day, 45-day, and 6-month programs with projects, mentorship, and job assistance.

Apply Now WhatsApp Us View Data Science Course

Data Science Project Ideas for Students 2026

9 Data Science project ideas for students. Beginner to advanced projects for summer training, industrial training, and internships.

Project Ideas

Data Science Projects — Beginner to Advanced

BeginnerSummer Training (28 days)

Exploratory Data Analysis on Public Dataset

Perform comprehensive EDA on a dataset (COVID-19, Olympics, or World Bank). Clean data, find patterns, and create visualizations.

PythonPandasMatplotlibSeabornJupyter

BeginnerSummer Training (28 days)

Survey Data Analysis Dashboard

Analyze survey responses, compute statistics, create cross-tabulations, and build a Streamlit dashboard for interactive exploration.

PythonPandasPlotlyStreamlit

BeginnerSummer Training (28 days)

Web Scraping and Analysis

Scrape data from a website (job listings, product prices), clean it, analyze trends, and visualize findings.

PythonBeautifulSoupPandasMatplotlibJupyter

IntermediateIndustrial Training (45 days)

Sales Forecasting Model

Build a time series forecasting model for retail sales using ARIMA and Prophet. Evaluate accuracy and create a forecasting dashboard.

PythonProphetPandasPlotlyStreamlit

IntermediateIndustrial Training (45 days)

Customer Lifetime Value Prediction

Calculate and predict CLV using BG/NBD and Gamma-Gamma models. Segment customers by value and recommend marketing strategies.

PythonLifetimesPandasscikit-learnPlotly

IntermediateIndustrial Training (45 days)

Social Media Sentiment Dashboard

Analyze social media data for brand sentiment. Track sentiment over time, identify trending topics, and visualize with interactive dashboard.

PythonTextBlob/VADERPandasPlotlyStreamlit

Advanced6-Month Internship

Healthcare Data Analysis Platform

Build an end-to-end data science platform for healthcare data — patient outcomes analysis, risk scoring, and interactive reporting.

PythonPandasscikit-learnPlotlyStreamlitDocker

Advanced6-Month Internship

Automated ML Report Generator

Create a tool that accepts a dataset, automatically performs EDA, trains multiple models, selects the best, and generates a PDF report.

PythonPandasscikit-learnFPDFStreamlitPlotly

Advanced6-Month Internship

Geospatial Analysis Dashboard

Analyze location-based data (crime, real estate, or delivery) with geospatial visualizations, heatmaps, and clustering on maps.

PythonGeoPandasFoliumPlotlyStreamlitPostgreSQL/PostGIS

Build these projects with expert guidance

CodingClave's Data Science programs in Lucknow include guided project building with code reviews, mentorship, and deployment support.

Apply Now View Data Science Course

Frequently Asked Questions

Common Questions

What Data Science projects can beginners build?+

Start with the beginner projects listed here. They cover fundamental concepts and are completable in 28 days during CodingClave's summer training in Lucknow.

Are these projects suitable for AKTU training?+

Yes. Beginner projects for 28-day, intermediate for 45-day, and advanced for 6-month programs. CodingClave in Lucknow provides guided project building and report support.

Does CodingClave help build these projects?+

Yes. All CodingClave training programs in Lucknow include mentored project building with code reviews and deployment assistance.

Can I use these for my B.Tech final year project?+

The intermediate and advanced projects work well for final year submissions with added documentation and a research component.

How many projects should I build for my portfolio?+

Aim for 2-3 quality projects. One beginner to show fundamentals, one intermediate to show depth, and one advanced to show capability.

Should I deploy these projects?+

Always deploy to production. A live project with a URL impresses recruiters far more than a GitHub repository alone.

Can I modify these project ideas?+

Absolutely. Customizing projects shows initiative and creativity. CodingClave mentors help you add unique features.

What salary boost do projects provide?+

Candidates with 2-3 deployed projects typically receive 15-25% higher offers than those without. Projects are the strongest signal for freshers.

Related Resources

Explore More Resources

Data Science Interview Questions 2026

Top 15 Data Science interview questions with answers. Statistics, ML, SQL, and P...

PHP Laravel Project Ideas 2026

9 PHP Laravel project ideas for students — beginner to advanced. Perfect for sum...

MEAN Stack Project Ideas 2026

9 MEAN Stack project ideas for students. Beginner to advanced projects for summe...

Next.js Project Ideas 2026

9 Next.js project ideas for students. Beginner to advanced projects for summer t...

Get Started

Learn Data Science at CodingClave Lucknow

Join our practical-based Data Science training in Lucknow. 28-day, 45-day, and 6-month programs with projects, mentorship, and job assistance.

Apply Now WhatsApp Us View Data Science Course