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There are several exercises that focus on how to use a particular function and method. The functions are covered in detail by explaining the important parameters and how to use them.
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What will you learn from this course?
1. Course Introduction
- Why Should You Take This Course?
- What Will You Achieve by Completing This Course?
2. Pandas Data Structures
- Pandas Series
- Pandas DataFrame
3. Creating a Data Frame
- Reading Data from a File
- Create a DataFrame
4. Exploring a Data Frame
- Size of a DataFrame
- Data Types of Columns
- Different Values in a Column
- Measures of Central Tendency
- Challenge: Find the Most Frequent Values in a Column
- Quiz Yourself: Exploring a DataFrame
5. Filtering a Data Frame
- Why Do We Need Filtering?
- Filtering with “loc” and “iloc” Methods
- Filtering by Selecting a Subset of Columns
- Filtering by Condition