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Software · head to head

DVC vs Open edX

DVC logo

DVC

Software

Data version control for machine learning projects

From
Free
Rated
-
Full reviewWebsite
Open edX logo

Open edX

Software

Open-source platform powering online learning

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: DVC dVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.; 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: DVC covers Data versioning, Open edX covers Course authoring.

Where they differ

Only the attributes on which DVC and Open edX actually diverge.

Attributes where DVC and Open edX differ
AttributeDVCOpen edX
Pricing modelopen-sourcefree
PlatformsLinux, Mac, WindowsWeb, IOS, Android
Founded20182012

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

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 DVC

  • Data versioning
  • Pipeline management
  • Experiment tracking
  • Remote storage
  • Git integration
  • Git
  • S3
  • Azure Blob

Only in Open edX

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

What people use each for

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

DVC

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

Open edX

  • MOOC creationnot DVC
  • Corporate trainingnot DVC
  • Blended learningnot DVC
  • Degree programsnot DVC

Where each one falls short

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

DVC

  • DVC is Apache 2.0 licensed open source with no enterprise tier or paid support offering documented in the project itself; teams needing SLA-backed support get nothing from the DVC project directly.

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

DVC

Free
  • Open SourceFree
    • Data versioning
    • Pipeline management
    • Experiment tracking
  • DVC StudioFree
    • Web UI
    • Team collaboration
    • Visualizations

Open edX

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

Which should you pick?

Choose DVC if

  • You need data versioning.
  • You want to start without paying.
  • You work on Linux, Mac, Windows.
  • You also want pipeline management.
DVC 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 DVC or Open edX better?
Neither clearly leads. DVC 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, DVC or Open edX?
DVC starts at Free and Open edX at Free.
Does DVC or Open edX run on more platforms?
DVC runs on Linux, Mac, Windows. Open edX runs on Web, IOS, Android.
Can I use DVC for free?
Both have a free tier, so you can try either at no cost before committing.
What is DVC best used for?
DVC 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 DVC do that Open edX cannot?
DVC covers Data versioning, Pipeline management, Experiment tracking, Remote storage. Open edX covers Course authoring, Interactive videos, Assessments, Discussions.
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