The Complete Exploratory Analysis Course With Pandas [2022]

Learn how to use Python and Pandas for data analysis and data manipulation. Transform, clean and merge data with Python.
4.67 (18 reviews)
Udemy
platform
English
language
Data Science
category
Hoang Quy La
instructor
The Complete Exploratory Analysis Course With Pandas [2022]
123
students
6 hours
content
Dec 2021
last update
$44.99
regular price

What you will learn

Work with Excel data.

Work with CSV datasets.

Handling missing data.

Reading and Working with JSON format.

Reading and Working with HTML files.

Reading and Working with PICKLE dataset.

Reading and Working with SQL-based database.

Selecting data from the dataset.

Sorting a pandas DataFrame.

Filtering rows of a pandas DataFrame.

Applying multiple filter criteria to a pandas DataFrame.

Using string methods in pandas.

Changing the datatype of a pandas series.

Modifying a pandas DataFrame using the inplace parameter.

Using the Groupby method.

Indexing in pandas DataFrames.

Renaming columns, and Removing columns from a pandas DataFrame.

Working with date and time series data

Applying a function to a pandas series or DataFrame.

Merging and concatenating multiple DataFrames into one.

Controlling plot aesthetics.

Choosing the colours for plots.

Plotting categorical data.

Plotting with Data-Aware Grids.

Screenshots

The Complete Exploratory Analysis Course With Pandas [2022] - Screenshot_01The Complete Exploratory Analysis Course With Pandas [2022] - Screenshot_02The Complete Exploratory Analysis Course With Pandas [2022] - Screenshot_03The Complete Exploratory Analysis Course With Pandas [2022] - Screenshot_04
Related Topics
4181198
udemy ID
7/13/2021
course created date
7/22/2021
course indexed date
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