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All LessonsFree Lessons (7)

About This Course

Course Introduction

Introduction to Data Wrangling

Applications of Data Wrangling

How to Apply Data Wrangling

Quiz Yourself: Introduction to Data Wrangling

Reading Data

Loading a CSV Dataset From a URL Loading an Excel Dataset into a DataFrame Loading a Dataset Locally Coding Challenges on Reading Data Quiz Yourself: Reading Data

Standardization

Fixing the Columns Data Type Conversion String Conversion Coding Challenges on Standardization Quiz Yourself: Standardization

Syntax Errors and Irrelevant Data

Spelling Mistakes and Typos Leading and Trailing Spaces Handling Irrelevant Data Coding Challenges on Syntax Errors and Irrelevant Data Quiz Yourself: Syntax Errors and Irrelevant Data

Duplicate and Missing Data

Duplicate Data Handling Duplicate Data Missing Data Handling Missing Data Coding Challenges on Duplicate and Missing Data Quiz Yourself: Duplicate and Missing Data

Filtering and Sorting

Filtering Performing Filtering Sorting Performing Sorting Coding Challenges on Filtering and Sorting Quiz Yourself: Filtering and Sorting

Splitting, Combining, and Merging

Splitting a Column Joining Columns Merging DataFrames Coding Challenges on Splitting, Combining, and Merging Quiz Yourself: Splitting, Combining, and Merging

Handling Outliers

Outliers Advanced Outlier Detection Methods Handling Outliers Coding Challenge on Handling Outliers Quiz Yourself: Handling Outliers

Exporting Data

Exporting to a CSV File

Exporting to an Excel File

Coding Challenge on Exporting Data

Quiz Yourself: Exporting Data

Mini Project

Humanitarian Aid Project

Conclusion

Data Wrangling With Python/

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Quiz Yourself: Exporting Data

Quiz Yourself: Exporting Data

Quiz yourself on the knowledge you learned in the "Exporting Data" chapter.

We'll cover the following...

Technical Quiz

1.

What is a CSV file?

A.

A file format that is used to store images

B.

A file format that is used to store videos

C.

A plain text file that contains tabular data

D.

A plain text file that is used to store audio

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