Text Mining with Bag-of-Words in R

Name: Text Mining with Bag-of-Words in R
Brand: Careervira
Price: 74 USD
Availability: InStock
Rating: 1 (1 reviews)

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Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

Unstructured business information accounts for 70% of all the useful business information. This is often done using text data. Text mining can be applied to unstructured data to gain actionable insights. This course will introduce you to text mining using the bag of words approach. The first three chapters will cover topics essential to understanding and visualizing text data. The final chapter will allow you to use the information from the first three chapters to gain insight from two employee reviews in major tech companies.

Course Overview

Virtual Labs

International Faculty

Case Based Learning

Post Course Interactions

Case Studies,Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Intermediate R

What You Will Learn

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

Course Content

Expand all sections

Module 1: Jumping into text mining with bag of words

Module 2: Word clouds and more interesting visuals

Module 3: Adding to your tm skills

Module 4: Battle of the tech giants for talent

Course Instructors

Ted Kwartler

Adjunct Professor, Harvard University

Ted Kwartler is the VP, Trusted AI at DataRobot. At DataRobot, Ted sets product strategy for explainable and ethical uses of data technology in the company's application. Ted brings unique insights a...