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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

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


Browse Projects

47 ProjectsSee matching Courses

Project

Finding Exchange Rates for International Sales

  • IntermediateSkill Level
  • 3.8+
  • 282

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 Airbnb Market Trends

  • IntermediateSkill Level
  • 4.2+
  • 279

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

R Programming, Data Manipulation

1-2 hours

Project

Generating Keywords for Search Campaigns

  • BasicSkill Level
  • 4.3+
  • 278

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

Understanding Subscription Behaviors

  • IntermediateSkill Level
  • 4.1+
  • 261

Analyze subscription data for a SaaS company to identify what drives customer subscription renewals.

Data Manipulation

Less than 15 minutes

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.2+
  • 253

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

Uncovering the Worlds Oldest Businesses

  • IntermediateSkill Level
  • 3.4+
  • 247

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

Data Manipulation

1-2 hours

Project

Image Processing for Object Detection Models

  • IntermediateSkill Level
  • 4.3+
  • 195

Building an image processing pipeline for data augmentation.

Data Visualization, Data Manipulation

1-2 hours

Project

Visualizing the History of Nobel Prize Winners

  • BasicSkill Level
  • 3.5+
  • 175

Explore a dataset containing a centurys worth of Nobel Laureates. Who won? Who got snubbed?

Data Manipulation, Data Visualization

1-2 hours

Project

Analyzing River Thames Water Levels

  • IntermediateSkill Level
  • 3.5+
  • 157

Apply your data manipulation skills to time series data on water levels of the River Thames.

Python Programming, Data Manipulation

1-2 hours

Project

Analyzing Super Bowl Viewership and Advertising

  • BasicSkill Level
  • 4.1+
  • 142

Explore Super Bowl viewership data in the age of soaring ad costs.

Data Manipulation, Data Visualization

1-2 hours

Project

Tech Talent Recruiting with Regex

  • BasicSkill Level
  • 4.3+
  • 135

Join a leading HR consultancy to use regular expressions and data preprocessing to find tech job candidates from thousands of resumes.

Data Preparation, Data Manipulation

1-2 hours

Project

What is Your Heart Rate Telling You?

  • IntermediateSkill Level
  • 4.0+
  • 135

Examine the relationship between heart rate and heart disease using multiple logistic regression.

Data Manipulation, Probability & Statistics, Data Visualization

1-2 hours

Project

Deciphering Customer Buying Cycles in Grocery Stores

  • IntermediateSkill Level
  • 4.2+
  • 106

Analyze grocery store data to identify shopping patterns and preferences.

Data Manipulation, Software Development

1-2 hours

Project

Exploring Global Life Expectancy Trends

  • IntermediateSkill Level
  • 4.1+
  • 103

Compare life expectancy across countries and genders with ggplot2.

Data Manipulation, Data Visualization

1-2 hours

Project

When Was the Golden Era of Video Games?

  • BasicSkill Level
  • 4.5+
  • 78

Use SQL to figure out the golden era of video games!

Data Manipulation

Less than 15 minutes

Project

Food Price Forecasting with Functions

  • IntermediateSkill Level
  • 4.8+
  • 71

Write functions to forecast time series of food prices in Rwanda.

Data Manipulation

1-2 hours

Project

Customer Analytics: Preparing Data for Modeling

  • BasicSkill Level
  • 4.5+
  • 44

Apply your knowledge of data types and categorical data to prepare a big dataset for modeling!

Data Manipulation

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.