Data science, analytics, AI & ML labs
Effective analytics lab environments — with the datasets included
CloudLabs provides ready-to-use lab environments for learning data science, analytics, AI and machine learning. Hosted Jupyter, Python, R, Spark, Synapse, Databricks, GPUs, and more — pre-configured per-learner.
The data-science stack you already teach with
Built into the platform
From notebook to model — same environment, every learner
Top data-science, AI, and ML technologies are included by default: Hosted Jupyter, R, Python, Azure ML, AWS ML, GCP, Hadoop, Spark, Synapse Analytics, Databricks, Nvidia GPUs, HPC clusters. Pre-loaded datasets, license-clean, and reproducible across every learner's environment.
What's in every data-science lab
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Pre-loaded datasets
Realistic, license-clean datasets are already in the lab — no waiting on data ops.
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Cloud-of-choice
Run on Azure, AWS, or GCP. Same notebook, same data — different cloud backend.
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GPU-ready
Nvidia GPUs available for training-heavy ML workloads — same environment, more compute.
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Full data-science toolchain
Jupyter, R, Python, Spark, Hadoop, Synapse, Databricks, HPC. Author labs across the stack.
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Auto-graded exercises
Validate notebook output and trained models automatically — no instructor manual review.
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Shared compute
Multi-user shared clusters for cost-effective classroom delivery.
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10+
Toolchains preconfigured
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GPU
Available on demand
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1M+
Lab sessions delivered
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24×7
Support coverage
24×7 globally
Global support options
Select your preferred data-residency region with CloudLabs, ensuring compliance and control over the location of your VMs. Access support and localization services available in a variety of languages — for a truly inclusive and seamless global experience.
Multi-language coverage
- English
- Español
- Français
- Deutsch
- Italiano
Regions
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North America
Redmond, WA + Toronto, ON
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EMEA
Bangalore + Hyderabad delivery hubs
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APAC
Bangalore + Hyderabad delivery hubs
See data-science labs in your curriculum
Book a 30-minute demo with our higher-ed and enterprise team. We'll tailor the lab environment to the toolchain, datasets, and outcomes your program needs.