Skip to main content

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


26 Projects

Project

Predictive Modeling for Agriculture

  • IntermediateSkill Level
  • 4.3+
  • 22,350 reviews

Dive into agriculture using supervised machine learning and feature selection to aid farmers in crop cultivation and solve real-world problems.

Python Programming, Machine Learning, Software Development

1 hour

Project

Clustering Antarctic Penguin Species

  • IntermediateSkill Level
  • 4.3+
  • 13,205 reviews

Arctic Penguin Exploration: Unraveling Clusters in the Icy Domain with K-means Clustering

Machine Learning

1 hour

Project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.3+
  • 9,036 reviews

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

Machine Learning

1 hour

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.4+
  • 9,539 reviews

Clean customer data and use logistic regression to predict whether people will make a claim on their car insurance!

Machine Learning, Probability & Statistics

1 hour

Project

Predicting Credit Card Approvals

  • IntermediateSkill Level
  • 4.3+
  • 2,541 reviews

Build a machine learning model to predict if a credit card application will get approved.

Python Programming, Machine Learning

1 hour

Project

Predict Energy Consumption

  • IntermediateSkill Level
  • 4.5+
  • 350 reviews

Use regression and machine learning models to predict daily power consumption based on temporal factors.

Machine Learning

1 hour

Project

Analyzing Customer Support Calls

  • AdvancedSkill Level
  • 4.4+
  • 711 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

Predicting Temperature in London

  • AdvancedSkill Level
  • 4.4+
  • 1,997 reviews

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

Machine Learning

1 hour

Project

Modeling Car Insurance Claim Outcomes

  • IntermediateSkill Level
  • 4.1+
  • 2,057 reviews

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

Machine Learning

1 hour

Project

Facial Recognition with Supervised Learning

  • IntermediateSkill Level
  • 4.4+
  • 651 reviews

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

Machine Learning

1 hour

Project

What Makes a Good Book?

  • IntermediateSkill Level
  • 4.4+
  • 723 reviews

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

Machine Learning

1 hour

Project

Reveal Categories Found in Data

  • IntermediateSkill Level
  • 4.3+
  • 307 reviews

Apply clustering and NLP techniques to sort text data from negative reviews in the Google Play Store into categories.

Machine Learning

1 hour

Project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.5+
  • 319 reviews

Build a regression model for a DVD rental firm to predict rental duration. Evaluate models to recommend the best one.

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.

Grow your data skills with DataCamp for Mobile

Make progress on the go with our mobile courses and daily 5-minute coding challenges.