Complete Pandas Data Science Tutorial - Reading CSV , Missing Values, Filtering, Groupby, Plotting..

Описание: This video is for anyone new or intermediate to Pandas.

You will learn:
how to make a pandas series?
how to make a pandas dataframe?
how to select pandas columns?
how to select pandas rows?
how to read a CSV file?
how to filter pandas dataframes?
how to do a groupby?
how to treat missing values?
how to plot data?
how to make a bar chart?

Pandas GitHub repository: https://github.com/pandas-dev/pandas
Link to Jupyter Notebooks and data: https://drive.google.com/drive/folder...

01:13 The motivation
01:55 What is Pandas?
02:05 How to install Anaconda?
02:33 Open a Jupyter Notebook
05:15 Intro to Pandas
07:37 Read a CSV file
10:49 Selecting columns and rows
13:16 Filtering data
17:03 Treating missing values
20:11 Grouping data
21:34 Plotting data



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