Pandas is a data manipulation library that is built on top of the Python programming language which allows users to easily and effectively carry out data wrangling, data manipulation and data visualisation.
Pandas Zero to Hero is a beginner's tutorial to using the Pandas library. This repo contains the materials that I will use to conduct my weekly tutorial lessons on my YouTube channel.
A new tutorial will be released on a weekly basis and it will be structured such that it builds upon the knowledge from the prior weeks. I will also be importing and working with datasets from Kaggle to demonstrate the different concepts in each week's tutorial.
I am doing this mainly to inspire and encourage more people to use pandas in their own data analysis work. Furthermore, I want to use this tutorial as means of improving my communication skills as well as my ability to explain concepts in simple but thorough terms.
Week 1: Importing data and creating dataframe
Week 2: Selecting data using loc and iloc
Week 3: Functions and descriptive statistics
Week 4: Grouping and sorting data
Week 5: Data types and missing values
Week 6: Combining dataframes
Link to write-up on Towards Data Science here.