0% completed

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/

...

/

Quiz Yourself: Reading Data

Quiz Yourself: Reading Data

Test yourself on the knowledge you learned in the “Reading Data” chapter.

We'll cover the following...

Technical Quiz

1.

What function should we use to read the goals.csv file?

A.

read_json()

B.

read_csv()

C.

read_excel()

1 / 5

...