Data Wrangling With Python
INTERACTIVE COURSE

Data Wrangling With Python

Beginner

47 Lessons

9h

Certificate of Completion

AI Explanations
AI Explanations
Data Wrangling With Python
1 Project
65 Playgrounds
29 Challenges
9 Quizzes
83 Illustrations

Takeaway Skills

Understanding of data wrangling and its application in developing data solutions

A working knowledge of common data wrangling challenges and their solutions

Hands-on experience applying data wrangling techniques using Python to prepare data for further analysis

Familiarity with the core components of data wrangling and the ability to differentiate between data wrangling techniques to understand their suitability

Hands-on experience with datasets to practice the data wrangling techniques in a mini project at the end of the course

Course Overview

Data wrangling is cleaning, transforming, and organizing data for further analysis. In this course, you will learn how to use Python to effectively wrangle and prepare data for use in data science and machine learning projects. Throughout the course, you will learn about the common challenges that arise when working with data and how to overcome them. You will use Python and several libraries commonly used in data wrangling, including NumPy and pandas. Then, you will learn how to use pandas to clean, trans...Show More

Course Content

1

About This Course

2

Introduction to Data Wrangling

3

Reading Data

4

Standardization

5

Syntax Errors and Irrelevant Data

6

Duplicate and Missing Data

6 Lessons

7

Filtering and Sorting

6 Lessons

8

Splitting, Combining, and Merging

5 Lessons

9

Handling Outliers

5 Lessons

10

Exporting Data

4 Lessons

Humanitarian Aid Project

Project

11

Conclusion

1 Lesson

COURSE AUTHOR

How You'll Learn

Hands-on Coding Environments

You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.

2x Faster Learning — With No Setup

Videos are holding you back. Educative‘s interactive, text-based lessons accelerate learning — no setup, downloads, or alt-tabbing required.

AI-Powered Learning

Learn faster and smarter with adaptive AI tools embedded in every Educative course.

Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

FOR TEAMS

Interested in this course for your business or team?

Unlock this course (and 1,000+ more) for your entire org with DevPath