Introduction to Pandas for Developers
Understand the Basic Workflows and Gotchas of Crawling, Munging and Plotting Data
By Matt Harrison
Publisher: O'Reilly Media
Final Release Date: February 2016
Run time: 5 hours 35 minutes

In this Introduction to Pandas for Developers training course, expert author Matt Harrison will teach you how to load data in Pandas data structures. This course is designed for users that are already familiar with Python.

You will start by learning about Python lists, Pandas series, and boolean arrays, then jump into learning about dataframes. From there, Matt will teach you about relational algebra, tweaking dataframes, and joins. This video tutorial also covers filtering dataframes, grouping, serialization, plotting, and time series. Finally, you will learn about machine learning and using Pandas with scikit-learn.

Once you have completed this computer based training course, you will have learned about basic workflows and gotchas of crawling, munging, and plotting data.

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(1 of 1 customers found this review helpful)


Excellent introduction

By holla2040

from Montrose, CO

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    Comments about oreilly Introduction to Pandas for Developers:

    I just finished watching Harrison's coverage of pandas. This video series is excellent, his use on jupyter makes every topic understandable. His pace is just slow enough that typing his lines into my notebook is possible without much pausing.

    The machine learning and sample application videos leave me wanting to know more.

    After watching this series, I now have a firm understanding of pandas for my data analysis needs.

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