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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

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135 Projects

Project

Debugging a Sales Data Workflow

  • BasicSkill Level
  • 3.9+
  • 3,093 reviews

Sometimes, things that once worked perfectly suddenly hit a snag. Practice your knowledge of DataFrames to find the problem and fix it!

Data Manipulation

Project

Enriching Stock Market Data using the OpenAI API

  • BasicSkill Level
  • 4.4+
  • 531 reviews

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

Applied Finance, Artificial Intelligence

1 hour

Project

Cleaning an Orders Dataset with PySpark

  • AdvancedSkill Level
  • 4.4+
  • 1,175 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

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 4.2+
  • 1,150 reviews

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

Software Development, Data Manipulation

Project

Building Financial Reports

  • IntermediateSkill Level
  • 4.3+
  • 908 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

Exploring Airbnb Market Trends

  • IntermediateSkill Level
  • 4.3+
  • 3,277 reviews

Apply your importing and cleaning data and data manipulation skills to explore New York City Airbnb data.

R Programming, Data Manipulation

1 hour

Project

Examining the History of Lego Sets

  • BasicSkill Level
  • 4.2+
  • 1,940 reviews

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

Data Manipulation

45 min

Project

Debugging Code

  • BasicSkill Level
  • 4.1+
  • 1,186 reviews

Sharpen your debugging skills to enhance sales data accuracy.

Software Development

30 min

Project

Exploring Londons Travel Network

  • BasicSkill Level
  • 4.5+
  • 1,740 reviews

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

Data Engineering, Data Warehouse

30 min

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.3+
  • 1,942 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

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.4+
  • 665 reviews

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

Machine Learning

1 hour

Project

Time Series Analysis for Transportation

  • AdvancedSkill Level
  • 4.2+
  • 763 reviews

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

Probability & Statistics

1 hour

Project

Classifying Emails using Llama

  • IntermediateSkill Level
  • 4.0+
  • 819 reviews

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

Artificial Intelligence

1 hour

Project

Will This Customer Purchase Your Product?

  • IntermediateSkill Level
  • 4.4+
  • 1,313 reviews

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

Probability & Statistics

1 hour

Project

What Makes a Good Book?

  • IntermediateSkill Level
  • 4.5+
  • 750 reviews

Generate features from text and numeric variables to predict the popularity of books.

Machine Learning

1 hour

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.1+
  • 2,082 reviews

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

Machine Learning

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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