Introduction to Tabular Data with Pandas
Course Link with material downloads:
https://scimodel.dev/index.php/course...
In this course, you will learn the following topics about Pandas:
What is Pandas?
Creating and Importing Tabular Data.
Reading Data.
Adding and Deleting Columns.
Adding and Deleting Rows.
loc vs iloc Methods.
Extract Rows Based on Conditions.
Sorting DataFrames.
Replacing Values.
High Level Description on Dataframes
Arithmetic Operations in Pandas.
Frequently Used Pandas Methods.
Joining DataFrame
DataFrame Concatenation.
Grouping Dataframes.
Pivot Tables in Pandas.
DateTime in Pandas.
Exporting Pandas DataFrames.
Only those topics are discussed in the video, the rest are downloadable from the webiste.
00:31 What is Pandas?
01:57 Creating and Importing Tabular Data.
05:17 Reading Data.
08:34 Adding and Deleting Columns.
09:56 Adding and Deleting Rows.
11:33 loc vs iloc Methods.
15:08 Extract Rows Based on Conditions.
16:31 More Pandas Tools.