In this course you will learn how to handle tables in python using pandas
Prerequisites:
- Numpy Fundamentals
- SQL Knowledge
Overview
Syllabus
Introduction
- Why use Pandas?
- Data Structures in Pandas
- Loading Data into a DataFrame
Working with the DataFrame
- Understanding DataFrames
- Accessing Data
- Data Cleaning - Missing data
- Data Cleaning - More tools
Data Manipulation with Pandas
- Return Requested Result
- Filter Data
- Add & Delete
- Modify Data
- Modify Strings
- Custom Modifications
Data Analysis with Pandas
- Descriptive Statistics
- Grouping and Aggregating Data
- Different Aggregations
- Merge & Concat
Challenges
- Answer Seeker
- Car to Buy
