Pandas
In this course, we will learn about Pandas, click on any card topic of your choice and start learning.
Happy Learning!
Introduction and Basics
Input/Output
Data Inspection
In this exercise, we will learn about the head() method in Pandas.
In this exercise, we will learn about the tail() method in Pandas.
In this exercise, we will learn about the DataFrame.columns property in Pandas.
In this exercise, we will learn about the index property in Pandas.
In this exercise, we will learn about the shape property in Pandas.
Selection and Filtering
In this exercise, we will learn about selecting column from a Dataframe.
In this exercise, we will learn about the Filter rows from Dataframe.
In this exercise, we will learn about nlargest method in Pandas.
In this exercise, we will learn about nsmallest method in Pandas.
Data Manipulation
In this exercise, we will learn about the drop() method in Pandas.
In this exercise, we will learn about the drop_duplicates method in Pandas.
In this exercise, we will learn about the duplicated method in Pandas.
In this exercise, we will learn about the replace method in Pandas.
In this exercise, we will learn about the Create a column in Dataframe.
In this exercise, we will learn about the concat method in Pandas.
In this exercise, we will learn about the sort_values method in Pandas.
In this exercise, we will learn about the get_dummies method in Pandas.
In this exercise, we will learn about Rearrange or order columns in the Pandas DataFrame.
In this exercise, we will learn about set_index and reset_index methods in Pandas.
Handling Missing Values
In this exercise, we will learn about the isna method in Pandas.
In this exercise, we will learn about the fillna method in Pandas.
In this exercise, we will learn about the notna method in Pandas.
In this exercise, we will learn about the dropna() method in Pandas.
Aggregation and Grouping
In this exercise, we will learn about the value_counts method in Pandas.
In this exercise, we will learn about the groupby method in Pandas.
In this exercise, we will learn about the sum method in Pandas.
In this exercise, we will learn about the count method in Pandas.
In this exercise, we will learn about mean method in Pandas.
String Operations
In this exercise, we will learn about lower method in Pandas.
In this exercise, we will learn about upper method in Pandas.
In this exercise, we will learn about title method in Pandas.
In this exercise, we will learn about capitalize method in Pandas.