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Machine Learning & Data Science · head to head

AWS SageMaker vs Blackboard

AWS SageMaker logo

AWS SageMaker

Machine Learning & Data Science

Build, train, and deploy machine learning models at scale

From
Free
Rated
-
Full reviewWebsite
Blackboard logo

Blackboard

Education & E-Learning

Comprehensive learning platform for educational institutions

From
$10/year
Rated
-
Full reviewWebsite

The short version

  • Only AWS SageMaker has a free tier, so it costs nothing to try first.
  • Each has a real cost: AWS SageMaker vendor lock-in to AWS ecosystem makes migration to other platforms difficult; Blackboard user interface is outdated, cluttered, and unintuitive with hidden menus and excessive clicks
  • They diverge on capability: AWS SageMaker covers Jupyter notebooks, Blackboard covers Course management.

Where they differ

Only the attributes on which AWS SageMaker and Blackboard actually diverge.

Attributes where AWS SageMaker and Blackboard differ
AttributeAWS SageMakerBlackboard
Starting priceFree$10/year
Free tierYesNo
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20061997

Identical on both: pricing model (Unknown), platforms (Web), 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 Blackboard

  • Course management
  • Assessment tools
  • Discussion boards
  • Virtual classroom
  • Gradebook
  • Mobile app
  • Analytics
  • Accessibility

Both cover

  • Web support

What people use each for

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

AWS SageMaker

  • Machine learningnot Blackboard
  • Data analysisnot Blackboard
  • Model trainingnot Blackboard
  • Predictive analyticsnot Blackboard

Blackboard

  • Course deliverynot AWS SageMaker
  • Student engagementnot AWS SageMaker
  • Assessmentnot AWS SageMaker
  • Virtual learningnot 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

Blackboard

  • User interface is outdated, cluttered, and unintuitive with hidden menus and excessive clicks
  • Slow response times and platform crashes when opening multiple tabs simultaneously
  • Cannot track detailed student activity beyond most recent login information
  • Limited ability to handle large file uploads for content and assignments
  • Minimal customization options for page and template design

Pricing, plan by plan

AWS SageMaker

Free

No published plan breakdown. See the AWS SageMaker review.

Blackboard

$10/year

No published plan breakdown. See the Blackboard review.

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 Blackboard if

  • You need course management.
  • You also want assessment tools.
Blackboard review

Questions people ask

Is AWS SageMaker or Blackboard better?
Neither clearly leads. AWS SageMaker starts at Free and Blackboard at $10/year, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AWS SageMaker or Blackboard?
AWS SageMaker has a free tier; the other does not. Paid plans start at Free for AWS SageMaker and $10/year for Blackboard.
Does AWS SageMaker or Blackboard run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use AWS SageMaker for free?
Yes. AWS SageMaker has a free tier, so you can try it without paying. Blackboard starts at $10/year.
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 Blackboard is typically brought in for.
What can AWS SageMaker do that Blackboard cannot?
AWS SageMaker covers Jupyter notebooks, Built-in algorithms, Automatic model tuning, One-click deployment. Blackboard covers Course management, Assessment tools, Discussion boards, Virtual classroom. 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
Blackboard: What does Blackboard LMS offer?

Blackboard is a learning management system that includes course management, assignment and gradebook tools, discussion forums, and analytics for tracking learner progress in online, hybrid, and in-person courses.

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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