- What is Pandas python? Introduction and Installation
- DataFrame Basics
- Different Ways Of Creating DataFrame
- Read Write Excel CSV File
- Handle Missing Data: fillna, dropna, interpolate
- Handle Missing Data: replace function
- Group By (Split Apply Combine)
- Concat Dataframes
- Merge Dataframes
- Pivot table
- Reshape dataframe using melt
- Stack Unstack
What is Pandas python? Introduction and Installation
Github code link: https://github.com/codebasics/py/tree/master/pandas/1_intro
If you are working on data science, you must know about pandas python module.
Pandas and python makes data science and analytics extremely easy and effective. In this tutorial we will cover,
1) What is data science or data analytics?
2) What is pandas?
3) Walk through some basic functionality to show the power of pandas
4) Pandas installation