Amazon SageMaker Studio Lab
Free ML notebooks
A free JupyterLab notebook environment for learning and experimenting with ML, with CPU/GPU time limited per session; only an email is needed, no AWS account required.
- Cost$ Low
- Difficulty●●●●●
- Costs money when idle?No
- Serverless
Think of it asLike a lab open free to students: you can come in and practice, but with time limits.
When to use it
✓ Use it when
Learning ML, doing assignments, small experiments without spending money.
✗ Avoid it when
You need production work or AWS service integration → SageMaker AI (Studio).
Common uses
- Take ML courses
- Try small models on free GPUs
- Share sample notebooks
What does it cost?
- Pricing model: Free, with limits on CPU/GPU usage time.
