Cleaning String Data in Python

Focused View

Victoria Clark

50:50

147 View

1. Course Overview

1. Course Overview.mp4

02:08

2. Getting Started with String Cleaning Ops

1. Introduction and Overview.mp4

00:57

2. What You Will Learn in This Course.mp4

00:48

3. Understanding Unstructured Data.mp4

02:26

4. Demo - Basic Text Cleaning.mp4

06:17

5. Demo - Vectorized Text Cleaning.mp4

07:41

6. Summary.mp4

00:39

3. Advanced String Cleaning Ops

1. Introduction, Overview, and Scenario.mp4

02:20

2. Demo - Remove Specific Substrings Using Regex.mp4

03:48

3. Demo - Remove URLs and Hashtags Using Regex.mp4

03:27

4. Demo - Extract and Remove Numbers Using Regex.mp4

03:14

5. Demo - Clean and Correct HTML.mp4

03:00

6. Demo - Putting It All Together (Part 1).mp4

06:09

7. Demo - Putting It All Together (Part 2).mp4

07:00

8. Summary.mp4

00:56

Description

Python has built-in capabilities that help you easily clean string data. This course will teach you what those capabilities are and how to use them.

What You'll Learn?

An essential part of creating critical-decision-making applications is the ability to process quality data to analyze expected outcomes in the best possible way. Python comes with great built-in capabilities to clean string data.

In this course, Cleaning String Data in Python, you will learn how to use various built-in Python capabilities to clean string data.

First, you’ll learn how to clear out unwanted characters from strings by using vectorized string operations in Python.

Next, you’ll learn how to use various Python capabilities to remove line breaks, remove stop words, remove numbers, and remove unwanted characters from a string using regular expressions.

Finally, you’ll learn how to work with unstructured string data to extract relevant information from it and make it useful.

When you are finished with this course, you’ll have the skills and knowledge necessary for cleaning string data using Python’s capabilities and features.

More details

User Reviews

Rating

average 0

Total votes0

Focused display

Python

Data Science

Big Data

Victoria Clark

Instructor's Courses

Victoria Clark is a Financial Management Consultant with a background in Finance projects and systems, especially facilitating workshops and education on developments in her field, and has a great interest in new technologies, especially how Finance is evolving due to automation and the role of Finance in the Digital Age. Born in South Africa she is currently living in the Netherlands and enjoys writing, learning new topics and spending time with family.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.