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Projects

Solve real-world problems

Projects let you apply your skills using tools like data Notebooks and complete a data analysis from start to finish.

  • Learn to code on your own
  • Build your own portfolio
  • Get real-world experience

Recommended Projects

Build your skills with interactive courses for data science, data analysis, AI machine learning and more, curated by real-world experts


135 Projects

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.2+
  • 349

Use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning

1-2 hours

Project

Building Core Sign-Up Functions to Help Validate New Users

  • BasicSkill Level
  • 4.1+
  • 349

Create custom Python functions to validate user input!

Software Development

Less than 1 hour

Project

Monitoring A Financial Fraud Detection Model

  • AdvancedSkill Level
  • 4.5+
  • 346

Help the bank monitoring their fraud detection model and figuring out why its not performing as expected.

Machine Learning

1-2 hours

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.4+
  • 341

Ready to analyze and visualize financial ratios? In this project, you will take on real-world challenges like evaluating the profitability and leverage of companies across industries.

Applied Finance

1-2 hours

Project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.3+
  • 325

Perform a machine learning experiment to find the best model that predicts the temperature in London!

Machine Learning

1-2 hours

Project

Analyzing Flight Delays and Cancellations

  • IntermediateSkill Level
  • 3.0+
  • 323

Examine flight delays & cancellations to uncover insights.

Data Manipulation, Data Visualization

1-2 hours

Project

Inspecting Electric Vehicle Charging Trends

  • IntermediateSkill Level
  • 4.0+
  • 320

Chart electric vehicle charging trends to inform strategic planning.

Data Manipulation, Data Visualization

1-2 hours

Project

Building a Retail Inventory Management System

  • AdvancedSkill Level
  • 3.8+
  • 313

Develop an inventory management system for a retail business using OOP in Python.

Software Development

Less than 1 hour

Project

Hypothesis Testing with Mens and Womens Soccer Matches

  • IntermediateSkill Level
  • 4.1+
  • 311

Perform a hypothesis test to determine if more goals are scored in womens soccer matches than mens!

Probability & Statistics

1-2 hours

Project

Exploring Stock Market Trends with Plotly

  • BasicSkill Level
  • 4.3+
  • 299

Build interactive stock charts with Plotly and uncover financial trends in the fast food industry.

Data Visualization

1-2 hours

Project

Word Frequency in Moby Dick

  • IntermediateSkill Level
  • 3.7+
  • 299

Use web scraping and NLP to find the most frequent words in classic literature: Herman Melvilles novel, Moby Dick.

Python Programming, Software Development

1-2 hours

Project

Compare Baseball Player Statistics using Visualizations

  • IntermediateSkill Level
  • 3.9+
  • 292

Use MLBs Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.

Data Visualization

1-2 hours

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.0+
  • 286

Build an AI-powered inbox assistant to classify your emails using Llama.

Artificial Intelligence

1-2 hours

Project

Identifying Flight Duration Trends in Air Travel

  • BasicSkill Level
  • 3.9+
  • 284

Exploring flight data from NYC using advanced data joining techniques in R.

Data Manipulation

1-2 hours

Project

Enriching Stock Market Data using the OpenAI API

  • BasicSkill Level
  • 4.2+
  • 281

Use OpenAIs powerful API to enrich and summarize stock market data.

Applied Finance, Artificial Intelligence

1-2 hours

Project

Powering Data for the Department of Energy - Building an ETL Pipeline

  • IntermediateSkill Level
  • 4.3+
  • 275

Powering Data for the Department of Energy - Building an ETL Pipeline

Data Engineering

1-2 hours

Project

Service Desk Ticket Classification with Deep Learning

  • AdvancedSkill Level
  • 4.0+
  • 274

Use deep learning to automate the classification of service desk tickets.

Machine Learning, Artificial Intelligence

1-2 hours

Project

Assessing Customer Churn Using Machine Learning

  • IntermediateSkill Level
  • 3.9+
  • 272

Build models predicting customer churn for Indian telecom customers.

Data Manipulation, Machine Learning

1-2 hours

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.9+
  • 270

Query the VatComply API to gather exchange rate information and incorporate into a sales orders dataset!

Software Development, Data Manipulation

Less than 15 minutes

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.2+
  • 266

Use SQL to analyze a database containing information about Transport for London journeys over 12 years!

Data Engineering, Data Warehouse

Less than 1 hour

Project

Analyze Your Stock Portfolio for Risks and Returns

  • IntermediateSkill Level
  • 4.0+
  • 264

Use mean-variance optimization to find optimal portfolio weights and then check how well they would have performed.

Applied Finance

1-2 hours

Project

Examining the History of Lego Sets

  • BasicSkill Level
  • 4.1+
  • 262

Use a variety of data manipulation techniques to explore different aspects of Legos history.

Data Manipulation

Less than 1 hour

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.6+
  • 255

Explore facial recognition with ML by distinguishing Arnold Schwarzenegger from others using Python and scikit-learn.

Machine Learning

1-2 hours

Project

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.4+
  • 249

Use joining techniques to discover the oldest businesses in the world.

Data Manipulation

1-2 hours

Project

Assessing the Effectiveness of Medical Treatments

  • AdvancedSkill Level
  • 4.7+
  • 244

Use logistic regression to determine which treatment procedure is more effective for kidney stone removal.

Machine Learning, Probability & Statistics

Less than 1 hour

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.4+
  • 233

Automatically generate keywords for a search engine marketing campaign using Python to send website visitors to the right landing page.

Data Manipulation

1-2 hours

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.4+
  • 232

Transcribe customer support audio calls, evaluate sentiment, search in text and identify common entities to improve customer service!

Machine Learning, Data Manipulation

1-2 hours

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.1+
  • 222

Analyze online shopping habits: returning vs. new customers using statistics & probability techniques!

Probability & Statistics

1-2 hours

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.1+
  • 214

Explore transportation time series data analysis to uncover patterns and forecast travel costs.

Probability & Statistics

1-2 hours

Project

Stock Trading Simulation with Gymnasium

  • AdvancedSkill Level
  • 4.1+
  • 214

Train a simple reinforcement learning agent in stock trading simulation.

Artificial Intelligence

1-2 hours

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FAQs

Do I need to download any software to learn on DataCamp?

No. You can learn on Datacamp without having to install any software—all the training and exercises can be completed in your browser using a Jupyter Notebook environment.

Can I share my completed projects?

Yes. You can download both complete and incomplete projects to add to your GitHub or any other personal portfolio.

Can I complete a project in both the guided and unguided mode?

You can replay projects as many times as you like in either learning mode.