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Machine Learning & Data Science · head to head

AWS SageMaker vs Open edX

AWS SageMaker logo

AWS SageMaker

Machine Learning & Data Science

Build, train, and deploy machine learning models at scale

From
Free
Rated
-
Full reviewWebsite
Open edX logo

Open edX

Education & E-Learning

Open-source platform powering online learning

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: AWS SageMaker vendor lock-in to AWS ecosystem makes migration to other platforms difficult; Open edX open edX has no licensing fee as open source software, but the vendor's own site states that hosting and infrastructure costs are the operator's responsibility, so there is no bundled managed-hosting price to compare against SaaS competitors.
  • They diverge on capability: AWS SageMaker covers Jupyter notebooks, Open edX covers Course authoring.

Where they differ

Only the attributes on which AWS SageMaker and Open edX actually diverge.

Attributes where AWS SageMaker and Open edX differ
AttributeAWS SageMakerOpen edX
Pricing modelUnknownfree
PlatformsWebWeb, IOS, Android
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20062012

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in AWS SageMaker

  • Jupyter notebooks
  • Built-in algorithms
  • Automatic model tuning
  • One-click deployment
  • Model monitoring
  • S3
  • Lambda
  • Step Functions

Only in Open edX

  • Course authoring
  • Interactive videos
  • Assessments
  • Discussions
  • Certificates
  • Analytics
  • Mobile apps
  • xBlocks

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

AWS SageMaker

  • Machine learningnot Open edX
  • Data analysisnot Open edX
  • Model trainingnot Open edX
  • Predictive analyticsnot Open edX

Open edX

  • MOOC creationnot AWS SageMaker
  • Corporate trainingnot AWS SageMaker
  • Blended learningnot AWS SageMaker
  • Degree programsnot AWS SageMaker

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

AWS SageMaker

  • Vendor lock-in to AWS ecosystem makes migration to other platforms difficult
  • Opaque pricing can lead to unexpected expenses like forgotten EBS volume charges
  • Does not include native job scheduling, requiring Lambda or EventBridge integration

Open edX

  • Open edX has no licensing fee as open source software, but the vendor's own site states that hosting and infrastructure costs are the operator's responsibility, so there is no bundled managed-hosting price to compare against SaaS competitors.

Pricing, plan by plan

AWS SageMaker

Free

No published plan breakdown. See the AWS SageMaker review.

Open edX

Free
  • Self-HostedFree
    • Full platform
    • Community support
    • All features
  • Managed Hosting$undefined/month
    • Hosted solution
    • Support
    • Maintenance

Which should you pick?

Choose AWS SageMaker if

  • You need jupyter notebooks.
  • You want to start without paying.
  • You also want built-in algorithms.
AWS SageMaker review

Choose Open edX if

  • You need course authoring.
  • You want to start without paying.
  • You work on Web, IOS, Android.
  • You also want interactive videos.
Open edX review

Questions people ask

Is AWS SageMaker or Open edX better?
Neither clearly leads. AWS SageMaker starts at Free and Open edX at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AWS SageMaker or Open edX?
AWS SageMaker starts at Free and Open edX at Free.
Does AWS SageMaker or Open edX run on more platforms?
AWS SageMaker runs on Web. Open edX runs on Web, IOS, Android.
Can I use AWS SageMaker for free?
Both have a free tier, so you can try either at no cost before committing.
What is AWS SageMaker best used for?
AWS SageMaker is most often used for machine learning, data analysis, model training, predictive analytics. Of those, machine learning and data analysis are not what Open edX is typically brought in for.
What can AWS SageMaker do that Open edX cannot?
AWS SageMaker covers Jupyter notebooks, Built-in algorithms, Automatic model tuning, One-click deployment. Open edX covers Course authoring, Interactive videos, Assessments, Discussions. Both handle Web support.

Answered from the vendors’ own pages

AWS SageMaker: What is AWS SageMaker used for?

AWS SageMaker is a machine learning service for building, training, and deploying ML models at scale. It provides tools for data preparation, model training, inference endpoints, and performance optimization.

Source
AWS SageMaker: How is AWS SageMaker priced?

SageMaker uses pay-as-you-go pricing with no upfront costs or long-term commitments. Pricing starts at $0.04 per hour for basic notebook instances and scales based on instance type. ML Savings Plans offer up to 64% off with hourly spend commitments.

Source
AWS SageMaker: Does AWS SageMaker have a free tier?

Yes, the free tier includes 250 hours of notebook usage, 50 hours of training, and 125 hours of hosting on ml.t3.medium instances during the first two months.

Source
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