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Cleaning String Data in Python

Victoria Clark

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.

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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.

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.

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What's inside

Syllabus

Course Overview
Getting Started with String Cleaning Ops
Advanced String Cleaning Ops

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Explores built-in Python capabilities for string data cleaning, which is crucial for data processing in applications
Builds a strong foundation for beginners in string data cleaning using Python
Develops core skills essential for critical-decision-making applications

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Activities

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Career center

Learners who complete Cleaning String Data in Python will develop knowledge and skills that may be useful to these careers:
Data Scientist
As a Data Scientist, you will use your knowledge of Python to clean and analyze data to help businesses make informed decisions. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Data Scientist.
See salaries and explore the career path for Data Scientist
Machine Learning Engineer
As a Machine Learning Engineer, you will use your knowledge of Python to develop machine learning models. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Machine Learning Engineer.
See salaries and explore the career path for Machine Learning Engineer
Data Engineer
As a Data Engineer, you will use your knowledge of Python to build and maintain data pipelines. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Data Engineer.
See salaries and explore the career path for Data Engineer
Software Engineer
As a Software Engineer, you will use your knowledge of Python to develop software applications. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Software Engineer.
See salaries and explore the career path for Software Engineer
Data Analyst
As a Data Analyst, you will use your knowledge of Python to analyze data to help businesses make informed decisions. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Data Analyst.
See salaries and explore the career path for Data Analyst
Web Developer
As a Web Developer, you will use your knowledge of Python to develop websites and web applications. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Web Developer.
See salaries and explore the career path for Web Developer
Database Administrator
As a Database Administrator, you will use your knowledge of Python to manage and maintain databases. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Database Administrator.
See salaries and explore the career path for Database Administrator
Business Analyst
As a Business Analyst, you will use your knowledge of Python to analyze data to help businesses make informed decisions. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Business Analyst.
See salaries and explore the career path for Business Analyst
Network Engineer
As a Network Engineer, you will use your knowledge of Python to design and maintain computer networks. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Network Engineer.
See salaries and explore the career path for Network Engineer
IT Auditor
As an IT Auditor, you will use your knowledge of Python to audit computer systems for security vulnerabilities. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any IT Auditor.
See salaries and explore the career path for IT Auditor
Information Security Analyst
As an Information Security Analyst, you will use your knowledge of Python to protect computer systems from cyberattacks. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Information Security Analyst.
See salaries and explore the career path for Information Security Analyst
Technical Writer
As a Technical Writer, you will use your knowledge of Python to write technical documentation. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Technical Writer.
See salaries and explore the career path for Technical Writer
Project Manager
As a Project Manager, you will use your knowledge of Python to manage and track projects. This course will teach you how to use Python's built-in capabilities to clean string data, which is an essential skill for any Project Manager.
See salaries and explore the career path for Project Manager

Reading list

We've selected nine books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Cleaning String Data in Python.
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Course image
Time
50 hours
Level
Intermediate
Via
Pluralsight
Instructor
Victoria Clark
Language
English
Good to know
Explores built-in Python capabilities for string data cleaning, which is crucial for data processing in applications
Builds a strong foundation for beginners in string data cleaning using Python
Develops core skills essential for critical-decision-making applications
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