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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

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.5+
  • 1,159 reviews

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

Data Engineering, Data Warehouse, Exploratory Data Analysis

30 min

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.4+
  • 668 reviews

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

Machine Learning, Data Manipulation

1 hour

Project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.4+
  • 1,105 reviews

Step into a data engineers shoes and master data cleaning with PySpark on an e-commerce orders dataset!

Data Engineering, Data Preparation

1 hour

Project

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 1,911 reviews

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

Machine Learning

1 hour

Project

Debugging Code

  • BasicSkill Level
  • 4.2+
  • 1,108 reviews

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

30 min

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.4+
  • 860 reviews

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 hour

Project

Examining the History of Lego Sets

  • BasicSkill Level
  • 4.2+
  • 1,852 reviews

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

Data Manipulation

45 min

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.0+
  • 780 reviews

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

Artificial Intelligence

1 hour

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 4.2+
  • 1,059 reviews

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

Software Development, Data Manipulation

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.5+
  • 1,687 reviews

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

Data Engineering, Data Warehouse

30 min

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.4+
  • 640 reviews

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

Machine Learning

1 hour

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.3+
  • 1,878 reviews

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

Data Manipulation

1 hour

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.4+
  • 1,270 reviews

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

Probability & Statistics

1 hour

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.2+
  • 729 reviews

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

Probability & Statistics

1 hour

Explore All Technologies

PythonSQLPower BITableauGoogle SheetsExcelAlteryxAWSDockerSparkShellAzure

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.

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