VERIFIED
Certificate of Achievement
This is to certify that
Maciej Czerwiński
has successfully completed
Data Cleaning With pandas and NumPy
a course of study offered by Real Python (realpython.com), an online learning platform and expert community for Python software developers.
Completion Date: Nov. 20, 2023
Verification ID: d38642ec-4fc9-475b-ac95-dc2156f132fb
Course Description
In this video course, you'll learn how to clean up messy data using pandas and NumPy. You'll become equipped to deal with a range of problems, such as missing values, inconsistent formatting, malformed records, and nonsensical outliers.
Certificate of Completion
This person’s account is verified and was created on Nov. 8, 2023. Real Python certifies their completion of the Data Cleaning With pandas and NumPy course on Nov. 20, 2023.
About Real Python
Real Python is an online learning platform and expert community for Python software developers. It offers interactive online classes and in-depth tutorials created by a team of subject matter experts.