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.