Advanced Pandas
With Brett Vanderblock and Madecraft
Liked by 1,023 users
Duration: 1h 2m
Skill level: Advanced
Released: 2/1/2021
Course details
If you've worked in Python, you're likely familiar with the basic of pandas. In this advanced course, instructor Brett Vanderblock shares how you can take advantage of the advanced functions of pandas—such as working with dates, dealing with missing data, merging DataFrames, and more—to work more effectively with your data. First, Brett introduces you to DataFrames, identifies the top functions in pandas, and shows you how to configure your pandas workspace efficiently. He walks you through converting data types, working with strings, and using the apply map and applymap functions effectively. He shows you how to combine Groupby and multiple aggregate functions in pandas and how to use the merge, join, and concat functions. Brett steps through plotting and statistical functions with pandas. He concludes by explaining how you can use pandas-profiling and Geopandas to get the most out of your functions and data.
This course was created by Madecraft. We are pleased to host this training in our library.
This course was created by Madecraft. We are pleased to host this training in our library.
Skills you’ll gain
Meet the instructors
Learner reviews
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Ashish Choudhury
Ashish Choudhury
Python|| NumPy || Pandas ||matplotlib||seaborn||MySQL||MongoDB||postgresql
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Ralph Romero
Ralph Romero
Product Quality Specialist at Academic Analytics
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Nidhin Balachandran
Nidhin Balachandran
3d Artist
Contents
What’s included
- Practice while you learn 1 exercise file
- Learn on the go Access on tablet and phone