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Text Mining with Bag-of-Words in R

Intermediate
4.8+
45 reviews
Updated 05/2025
Learn the bag of words technique for text mining with R.
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RMachine Learning4 hours15 videos69 Exercises5,700 XP43,484Statement of Accomplishment

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Course Description

It is estimated that over 70% of potentially usable business information is unstructured, often in the form of text data. Text mining provides a collection of techniques that allows us to derive actionable insights from unstructured data. In this course, we explore the basics of text mining using the bag of words method. The first three chapters introduce a variety of essential topics for analyzing and visualizing text data. The final chapter allows you to apply everything you've learned in a real-world case study to extract insights from employee reviews of two major tech companies.

Prerequisites

Intermediate R
1

Jumping into Text Mining with Bag-of-Words

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2

Word Clouds and More Interesting Visuals

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3

Adding to Your TM Skills

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4

Battle of the Tech Giants for Talent

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Text Mining with Bag-of-Words in R
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*4.8
from 45 reviews
87%
13%
0%
0%
0%
  • Denny
    about 8 hours

  • Anna Marie
    about 22 hours

  • Wali
    2 days

  • Veronika
    4 days

  • Liu
    4 days

  • 琇婷
    6 days

Denny

Anna Marie

Wali

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