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Machine Learning & Data Science · head to head

AWS SageMaker vs Pluralsight

AWS SageMaker logo

AWS SageMaker

Machine Learning & Data Science

Build, train, and deploy machine learning models at scale

From
Free
Rated
-
Full reviewWebsite
Pluralsight logo

Pluralsight

Education & E-Learning

Technology skills platform for IT professionals

From
On request
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; Pluralsight core Tech plan lists at $49/month while the broader Complete plan across all domains lists lower at $29/month on the same pricing page
  • They diverge on capability: AWS SageMaker covers Jupyter notebooks, Pluralsight covers Video courses.

Where they differ

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

Attributes where AWS SageMaker and Pluralsight differ
AttributeAWS SageMakerPluralsight
Starting priceFreeOn request
Pricing modelUnknownsubscription
Free tierYesNo
PlatformsWebWeb, IOS, Android, Apple TV
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20062004

Identical on both: 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 Pluralsight

  • Video courses
  • Skill assessments
  • Learning paths
  • Hands-on labs
  • Certifications
  • Mobile learning
  • Offline viewing
  • Analytics

Both cover

  • Web support

What people use each for

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

AWS SageMaker

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

Pluralsight

  • Technology teams building structured skill development and certification prep 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

Pluralsight

  • Core Tech plan lists at $49/month while the broader Complete plan across all domains lists lower at $29/month on the same pricing page
  • Free trial is limited to 10 days

Pricing, plan by plan

AWS SageMaker

Free

No published plan breakdown. See the AWS SageMaker review.

Pluralsight

On request
  • Standard$29/month
    • Core library
    • Learning paths
    • Skill assessments
  • Premium$45/month
    • Everything in Standard
    • Hands-on labs
    • Exams
  • Enterprise$undefined/month
    • All content
    • Analytics
    • SSO

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 Pluralsight if

  • You need video courses.
  • You work on Web, IOS, Android, Apple TV.
  • You also want skill assessments.
Pluralsight review

Questions people ask

Is AWS SageMaker or Pluralsight better?
Neither clearly leads. AWS SageMaker starts at Free and Pluralsight at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, AWS SageMaker or Pluralsight?
AWS SageMaker has a free tier; the other does not. Paid plans start at Free for AWS SageMaker and On request for Pluralsight.
Does AWS SageMaker or Pluralsight run on more platforms?
AWS SageMaker runs on Web. Pluralsight runs on Web, IOS, Android, Apple TV.
Can I use AWS SageMaker for free?
Yes. AWS SageMaker has a free tier, so you can try it without paying. Pluralsight starts at On request.
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 Pluralsight is typically brought in for.
What can AWS SageMaker do that Pluralsight cannot?
AWS SageMaker covers Jupyter notebooks, Built-in algorithms, Automatic model tuning, One-click deployment. Pluralsight covers Video courses, Skill assessments, Learning paths, Hands-on labs. 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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