Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.



via Kaggle


Solve short hands-on challenges to perfect your data manipulation skills.
  • You can't work with data if you can't read it. Get started here.
  • Pro data scientists do this dozens of times a day. You can, too!
  • Extract insights from your data.
  • Scale up your level of insight. The more complex the dataset, the more this matters
  • Deal with the most common progress-blocking problems
  • Data comes in from many sources. Help it all make sense together


  • Creating, Reading and Writing
  • Indexing, Selecting & Assigning
  • Summary Functions and Maps
  • Grouping and Sorting
  • Data Types and Missing Values
  • Renaming and Combining

Taught by

Aleksey Bilogur


Start your review of Pandas

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.