02-01 - What is Pandas
0:04:00
02-02 - Creating and exploring Pandas Series
0:06:00
02-03 - Creating and exploring Pandas DataFrames
0:05:00
02-04 - Loading data from CSV
0:04:00
02-05 - Loading data from Excel,
0:05:00
02-06 - Loading data from JSON,
0:06:00
02-07 - Data Cleaning and Preprocessing : Handling missing and duplicate data
0:10:00
02-08 - Data Cleaning and Preprocessing : Filtering,
0:06:00
02-09 - Data Cleaning and Preprocessing : Sorting
0:06:00
02-10 - Data Cleaning and Preprocessing : Selections
0:07:00
02-11 - Data Cleaning and Preprocessing : Data Transformation
0:08:00
02-12 - Data Cleaning and Preprocessing : standardizing Data Sets
0:09:00
02-13 - Data Aggregation and Grouping : summarizing data groupby()
0:06:00
02-14 - Data Aggregation and Grouping : Applying aggregation (sum, mean, count)
0:06:00
02-15 - Data Aggregation and Grouping : Pivot Tables
0:07:00
