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Intro


Introduction to Text Mining for Social Scientists

Introduction to Text Mining for Social Scientists
299.00
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What you'll learn


What you'll learn


What you'll learn on this online course

Learn how to approach the study of language and social interactions in digital environments so you can analyze textual data sets from social media sites, digital archives, and digital surveys and interviews.

By the end of this course you will:

  • Learn the foundations of Natural Language Processing (NLP)

  • Learn how text mining tools have been used successfully by social scientists

  • Understand basic text processing techniques

  • Understand how to approach narrative analysis, thematic analysis, and metaphor analysis

  • Learn about key computer science methods for text mining, such as text classification and opinion mining

English
6 - 8 hours to learn
3 months access

Instructor
[[Instructor]]

Price
$[[price]] USD
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Course modules


Course modules


1. Foundations

In this module you will learn about the sources of internet-based textual data, and the key ethical and philosophical decisions that must be taken before acquiring data from human subjects.

2. Research design and basic tools

In this module you will learn how to design a social science study centered on internet-based textual data and gain a fundamental understanding of scraping textual data from websites.

3. Text mining fundamentals

In this module you will learn fundamental Natural Language Processing (NLP) procedures and gain familiarity with online resources available for using NLP for social research.

4. Methods from the humanities and social sciences

In this module you will learn the main approaches to text mining and text analysis that have been applied successfully in social science research.

5. Computer science methods

In this module you will learn about several advanced text mining methods.

Testimonials


Testimonials


 
 

Prerequisites


Prerequisites


Prerequisites

 

None, this course is intended for learners with no previous experience of text mining.   

FAQs


FAQs


What software do I need for this course?

No specific software is required to take this course.

What do I need to participate on this course?

A laptop or PC is required.

How long will I have access to the course for?

You can take the course at whatever pace you choose.

How is the course structured?

The course is broken down into 5 modules and is designed to be completed sequentially, as each module builds upon the topics covered in the previous one.You have access to the course for 3 months

Do learners get a certificate?

All of our courses offer a certificate of completion signed by your instructor. You will be able to download this certificate, from the Learning Platform, when you complete the course.

In what fields are text mining tools used?

Text mining tools are used in all social science fields, linguistics, computer science, data science, marketing, and business analytics.

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