Accelerate your team's learn-to-apply path

Maximize upskilling ROI with DataCamp's AI-powered data science editor.

  • Professional tooling without the installation hassle
  • Boost learner confidence with tailored experiences
  • Built-in collaboration promotes group learning
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DataLab powers the DataCamp curriculum

DataLab is a modern, cloud-based data science IDE that powers DataCamp learning experience focused on applying skills end-to-end, from data import to interpretation.

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Ready to go

Every DataLab workbook runs in a pre-configured cloud environment with all common data science packages pre-installed. DataLab supports Python, R and SQL.

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Skill up with real tooling

Learners reinforce skills in a full-fledged, professional environment that is tailored to analytics work, very similar to what they’d encounter on the job.

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Analyze with AI

Prepare your learners for a world of AI-enabled analytics through various AI integrations built into DataLab that write, fix and explain code.

  • Manage access to the AI assistant and restrict data uploads according to your data governance policies.

Tailor your learning

Boost confidence in applying newly acquired data skills on the job through expert-led tailored learning experiences.

Custom Code Along

Expert-led live coding session on a dataset and topic that is uniquely relevant to your org. Participants code along in their own copy of the workbook and ask questions live.

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DataCamp develops and organizes an open-ended custom data challenge. Participating teams come up with innovative, data-driven solutions. DataCamp reviews and selects top performers.

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Custom Project

Co-create an end-to-end data analysis project covering a dataset, problem and techniques relevant to your organization. Automated grading lets learners start at any time and never get stuck.


DataCamp develops and organizes a half, single or multi day training programme fully tailored to the learning needs of your organization.

What are the benefits

Compared to DataCamp's off-the-shelf learning experiences, DataLab-enabled tailored learning experiences that help learners more confidently bridge the gap from learning to applying newly acquired skills on the job.

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Zero setup friction

Participating is a matter of clicking a link. Everything happens in the web browser. No installation is required. 

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Tailored to you

The learning experience is custom-built to work with datasets and address business questions that are relevant to your organization.

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Unlock your data culture

DataLab is collaborative at heart, with sharing and real-time collaboration built in. All use cases can be set up to be multiplayer, promoting group learning.


What can I use DataLab for?

DataLab is a collaborative data science notebook that gives your team a chance to practice and apply their data science skills in a product-ready environment. You can use it as a safe sandbox for data science experiments, to power live data science training sessions, and to test your team’s skills with real-world data exercises using your own or pre-made datasets.

Is DataLab an IDE?

Yes, DataLab is a complete integrated development environment (IDE), that allows you to write, run, and share your data science code online without installing any software. DataLab does even more by featuring a powerful AI assistant, supporting real-time collaboration and providing ready-to-use datasets and templates.

What programming languages does DataLab support?

DataLab supports Python, R, and native SQL integrations so you can query SQL databases. It offers the same functionality you’d expect from a Python or R IDE.

Should I choose DataLab or Jupyter Notebooks?

DataLab is similar to and compatible with Jupyter notebooks, but offers additional functionality: you can collaborate with colleagues in real time, you can easily connect to databases and external services, and you can add charts without writing any code.

Why should my organization use a sandbox for data science?

A data science sandbox allows your team to practice their new data skills in a safe environment, without having to download or install any new software. This offers a vital next step after initial data science training to grow confidence and fluency in a context that is relevant to your organization.

Can DataLab support my organization's needs for a controlled learning environment?

Yes, DataLab can run in Restricted Mode to support your organization's need for a more controlled environment including safeguards such as allowing group members to only create private workbooks and exclusively collaborate with people within the group. In addition, members will be restricted from uploading or downloading data and accessing remote servers. For more information about these safeguards, visit the documentation.

How can DataLab help me as an educator?

DataCamp, including Datalab, is free for educators and students. To learn more, visit the DataCamp for Universities page.

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Accelerate the learn-to-apply path

80% of the Fortune 1000 already use DataCamp to empower their employees with world-class data skills. Discover how DataLab can further enhance organizational learning.

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