Softwr

Machine Learning & Data Science · head to head

Dataiku vs Udemy

Dataiku logo

Dataiku

Machine Learning & Data Science

Everyday AI, Extraordinary People

From
Free
Rated
-
Udemy logo

Udemy

Education & E-Learning

World's largest marketplace for online learning

From
Free
Rated
-

The short version

  • Each has a real cost: Dataiku no pricing is published at any tier, and the plans page carries no figures at all; Udemy course quality varies significantly as Udemy allows anyone to create and sell courses without vetting
  • They diverge on capability: Dataiku covers Visual data prep, Udemy covers Video courses.

Where they differ

Only the attributes on which Dataiku and Udemy actually diverge.

Attributes where Dataiku and Udemy differ
AttributeDataikuUdemy
Pricing modelfreemiumUnknown
PlatformsLinux, Mac, Windows, WebWeb, iOS, Android
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20132010

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 Dataiku

  • Visual data prep
  • AutoML
  • MLOps
  • Collaboration
  • Governence
  • Python
  • R
  • Spark

Only in Udemy

  • Video courses
  • Quizzes
  • Assignments
  • Certificates
  • Mobile learning
  • Offline viewing
  • Q&A
  • Reviews

Both cover

  • Web support

What people use each for

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

Dataiku

  • Building and deploying data science and machine learning pipelinesnot Udemy
  • Giving analysts and data scientists a shared visual and code environmentnot Udemy

Udemy

  • Skill buildingnot Dataiku
  • Career transitionnot Dataiku
  • Professional developmentnot Dataiku
  • Team trainingnot Dataiku

Where each one falls short

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

Dataiku

  • No pricing is published at any tier, and the plans page carries no figures at all
  • User, row and compute limits are not stated, so nothing about scale can be assessed before contacting sales
  • Access begins with a demo request or a trial rather than a self serve signup

Udemy

  • Course quality varies significantly as Udemy allows anyone to create and sell courses without vetting
  • No formal credentials or degrees offered, unlike Coursera and edX which offer institution-branded certificates
  • Courses are self-paced with no instructor interaction or support, making structured learning difficult for some students

Pricing, plan by plan

Dataiku

Free
  • Free EditionFree
    • Single user
    • Core features
  • EnterpriseFree
    • Full platform
    • Collaboration
    • MLOps

Udemy

Free
  • Personal$19/month
    • 11,000+ courses access
  • Team$360/year
    • For 5-20 people

Which should you pick?

Choose Dataiku if

  • You need visual data prep.
  • You want to start without paying.
  • You work on Linux, Mac, Windows, Web.
  • You also want automl.

Choose Udemy if

  • You need video courses.
  • You want to start without paying.
  • You work on Web, iOS, Android.
  • You also want quizzes.

Questions people ask

Is Dataiku or Udemy better?
Neither clearly leads. Dataiku starts at Free and Udemy at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Dataiku or Udemy?
Dataiku starts at Free and Udemy at Free.
Does Dataiku or Udemy run on more platforms?
Dataiku runs on Linux, Mac, Windows, Web. Udemy runs on Web, iOS, Android.
Can I use Dataiku for free?
Both have a free tier, so you can try either at no cost before committing.
What is Dataiku best used for?
Dataiku is most often used for building and deploying data science and machine learning pipelines, giving analysts and data scientists a shared visual and code environment. Of those, building and deploying data science and machine learning pipelines and giving analysts and data scientists a shared visual and code environment are not what Udemy is typically brought in for.
What can Dataiku do that Udemy cannot?
Dataiku covers Visual data prep, AutoML, MLOps, Collaboration. Udemy covers Video courses, Quizzes, Assignments, Certificates. Both handle Web support.

Answered from the vendors’ own pages

Udemy: Does Udemy offer team/business pricing?

Yes, Udemy's Team plan costs $360 per user annually for groups of 5 to 20 people, in addition to individual Personal plan at $19/month.

Source

Related pages

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