DataLab
Transform data science with AI analytics, collaboration, and machine learning development.. [Freemium]
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What is DataLab?
DataLab is an AI-powered data notebook that enables anyone to go from data to insight regardless of technical skill. It smartly leverages generative AI technology so you can chat with your data, features a powerful IDE to review, tweak and run your analysis, and seamlessly turns your work into a beautiful, shareable report. Every DataLab workbook runs in a fully-managed, cloud-hosted environment with R/Python, built-in support for SQL, and all commonly used data science packages pre-installed.
Key features include the AI Assistant that scans data structure and analyzes previous activity to answer questions with high accuracy, the ability to upload files or connect databases (CSV, Google Sheets, Snowflake, BigQuery, MySQL, PostgreSQL), chart cells for creating visualizations without code, real-time collaboration through email invites or shared links, and enterprise-grade security with ISO 27001:2017 certification. The AI Assistant writes and runs actual SQL and Python code in the background that you can review, tweak, and share.
DataLab is ideal for beginners learning data science on DataCamp, data analysts performing daily data science tasks, educators teaching data analytics, teams collaborating on company data sources, and anyone who wants to experiment with AI-assisted coding and analytics without installing software. It requires zero installation and zero download, letting you start analyzing data in under 5 seconds from any browser.
The tool is trusted by users including workplace trainers, geophysics data scientists, freelance data analysts, medical specialists, and technical developers who praise its accessibility, speed, and AI assistance. It supports both individual experimentation and group collaboration with company data.
DataLab pricing
Pricing model: Freemium
DataLab offers a free tier requiring only a free DataCamp account: users can create up to 3 workbooks and use the AI Assistant 15 times. DataLab Premium is available for individual users or as licenses for groups, offering unlimited workbooks, unlimited AI Assistant usage, powerful hardware access, and prolonged version history. DataCamp Premium subscription (which includes DataLab Premium) costs $14/month billed annually ($28 special price), including access to 710+ courses, AI Native course credits, career/skill tracks, certificates, and employment-ready programs. Teams plan (2+ users) costs $14 per user/month billed annually with admin dashboard, license management, team performance reports, and Google/Microsoft SSO. Educators can access DataLab free of charge by creating a free classroom account. A Premium Student Plan is available for eligible college students at over 50% off the regular price.
DataLab pros
- Zero installation and zero download required
- Start analyzing data in under 5 seconds
- Chat with your data using generative AI
- AI Assistant writes and runs actual code you can review
- Supports both R and Python programming languages
- Built-in SQL support with data frame conversion
- All commonly used data science packages pre-installed
- Connect to CSV files, Google Sheets, Snowflake, BigQuery, MySQL, PostgreSQL
- Create up to 3 workbooks for free with free DataCamp account
- Chart cells create visualizations without any code
- Real-time collaboration through email invites or shared links
- ISO 27001:2017 certified enterprise-grade security
- Encrypted data and credentials at rest and in transit
- SSO, MFA and directory sync with Okta, Microsoft and more
- AI Assistant enhances questions with your unique work context
- Seamlessly turn work into beautiful shareable reports
- Access powerful hardware with Premium upgrade
- Prolonged version history with Premium plan
- Educators can access DataLab free of charge
- Use on mobile through DataCamp for Mobile
DataLab cons
- Free users limited to 3 workbooks maximum
- Free users get only 15 AI Assistant uses
- Large language models can still make mistakes and hallucinate
- Advanced subtle questions may require manual code adjustment
- Yearly subscription cannot be paused (only monthly can)
- Some powerful hardware features require Premium upgrade
- Prolonged version history only available with Premium
- AI technology still improving and not perfect yet
- Requires DataCamp account even for free tier
Frequently asked questions about DataLab
What is DataLab?
DataLab is an AI-enabled data notebook that allows anyone to go from data to insight regardless of technical skill. It smartly leverages generative AI technology so you can chat with your data, features a powerful IDE to review, tweak and rerun your analysis, and seamlessly turns your work into a beautiful, shareable report. Every workbook runs in a fully-managed, cloud-hosted environment with R/Python, built-in SQL support, and all commonly used data science packages pre-installed.
How is DataLab different from ChatGPT?
DataLab has several advantages over ChatGPT's Advanced Data Analysis: DataLab can connect to databases and data warehouses (not just CSV/Excel files), leverages your organizational context and past work to improve analysis quality, inspects the schema of connected data sources, and features a fully-featured data notebook containing all the code the AI Assistant writes. You can seamlessly review, tweak, rerun, and share this code without leaving the tool, providing auditability that ChatGPT lacks.
How does DataLab's AI Assistant work?
DataLab is built on the latest large language models and smartly enhances your question with your unique work context including previous questions, connected data sources, and additional organizational context to improve response quality. These responses are robustly parsed to write code in the background (SQL and Python). DataLab then sends the output of running that code back to the model to be interpreted, creating a more accurate and reliable analysis.
How quickly can I set up DataLab?
If you have a dataset handy or have credentials to a database warehouse, you can set up DataLab in a matter of minutes. All you need is a DataCamp account, which you can create for free. Simply upload your data or connect your database and start asking questions or writing code. As an in-browser tool requiring zero installation and zero download, you can start analyzing data in under 5 seconds.
What types of questions can DataLab answer?
Because the AI chat writes and runs SQL and Python code in the background, DataLab can answer any question you can get answers for with SQL and Python. This includes key metrics analysis, root-cause analysis, historical comparative analysis, and trend analysis. Simple questions like 'Which customers contributed the most to revenue this week' or complex questions like 'Why did conversions increase last week?' can readily be answered, though more advanced questions may require iteration with the AI chat or manual code adjustments.
How does DataLab ensure trustworthiness of insights?
DataLab addresses the fact that large language models can make mistakes and hallucinate through auditability. With every question you ask in the AI chat, the AI Assistant writes and runs code in DataLab's data notebook and interprets the output. You can seamlessly review this code yourself or share it with a colleague with more technical skills to verify and tweak it if needed. This code transparency is a fundamental advantage of DataLab compared to ChatGPT, especially for important insights driving important decisions.
What is the free tier of DataLab?
There is a free tier of DataLab requiring only a free DataCamp account. Free users can create up to three workbooks (data projects in DataLab) and make use of the AI Assistant 15 times. To create unlimited workbooks, use the AI assistant without limitations, access powerful hardware, prolonged version history and more, you need to upgrade to DataLab Premium.
Is DataLab suitable for both individuals and teams?
Yes! DataLab is the ideal tool to experiment with data science code, for example as you are learning on DataCamp and exposing yourself to the future of AI-assisted coding and analytics. However, DataLab is also built with group collaboration in mind, where teammates can easily connect to company data sources, use the AI chat or write code to explore data and dig for insight. You can invite people through email or share a link for real-time collaboration.
Can educators access DataLab?
Yes, educators can access DataLab free of charge. You can create a free classroom account and enjoy all of DataLab's benefits without the limitations of the regular free tier.
What data sources can DataLab connect to?
DataLab seamlessly and securely connects to all of your data sources including CSV files, Google Sheets data, Snowflake, BigQuery, MySQL, and PostgreSQL. You can upload a file or connect your database, and DataLab's AI Assistant scans the structure of your data to answer your questions. Set up the connection once and access data in any workbook, with SQL cell results available as data frames for continued analysis.