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Advanced Pandas Preview

Advanced Pandas

With Brett Vanderblock and Madecraft Liked by 1,061 users
Duration: 1h 2m Skill level: Advanced Released: 2/1/2021

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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.

Skills you’ll gain

Meet the instructors

Learner reviews

4.6 out of 5

603 ratings
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    Current value: 110 18%
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    Current value: 14 2%
  • 1 star
    Current value: 6 <1%
  • Antoine Edoh Antoine Edoh

    Antoine Edoh

    Portfolio Reporting Analyst at Syngenta

    5/5 August 23, 2024
    A must have for beginners, and a good refresher for advanced users
    Helpful · Report
  • Anurodh Jha Anurodh Jha

    Anurodh Jha

    Data Scientist, PhD student and Research assistant at NCA&T Greensboro- Former Fire Officer: ARFF

    2/5 December 3, 2022
    Unclear and too fast. It maybe not the instructors fault because the course says Advanced Pandas. But that also doesn't equate to the student know it all. Thankfully this is course is self paced. Anywas 4/10.
    Helpful · Report
  • Najlla Rahim Najlla Rahim

    Najlla Rahim

    Java Developer at Qantas Airways Limited, | Java | Spring Boot| Python | Django | PHP | HTML5 | CSS3 | JavaScript | jQuery | Bootstrap| GitHub.

    4/5 May 11, 2024
    This was incredibly good resource to learn pandas.
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
  • Learn on the go Access on tablet and phone

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