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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

Analyzing Electric Vehicle Charging Habits

  • BasicSkill Level
  • 4.6+
  • 235 reviews

Analyze data about electronic vehicle charging behavior to better use shared charging stations.

Exploratory Data Analysis

30 min

Project

Understanding Subscription Behaviors

  • IntermediateSkill Level
  • 4.4+
  • 874 reviews

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

Data Manipulation

Project

Detecting Anomalous Transactions

  • IntermediateSkill Level
  • 4.4+
  • 183 reviews

Dive into the world of banking transactions to uncover hidden anomalies and protect customer confidence. Ready to take on the challenge?

Probability & Statistics

1 hour

Project

Reveal Categories Found in Data

  • IntermediateSkill Level
  • 4.3+
  • 302 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

Exploring Experimental Design in the Energy Field

  • IntermediateSkill Level
  • 4.2+
  • 426 reviews

Analyze CO2 emissions across geographical regions and fuel sources to understand environmental impacts in the energy sector.

Probability & Statistics

1 hour

Project

Predicting Movie Rental Durations

  • IntermediateSkill Level
  • 4.4+
  • 313 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

Reward Modeling for RLHF

  • AdvancedSkill Level
  • 4.4+
  • 23 reviews

Train a reward model based on the trl library.

Artificial Intelligence

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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