Text Mining with Bag-of-Words in R

Business and Economics

Short Description

Learn the bag of words technique for text mining with R.

Long Description

In today's business landscape, a significant portion of valuable information remains unstructured, primarily in the form of text data. To harness the potential of this untapped resource, text mining techniques offer a solution to extract meaningful insights from unstructured data. This course delves into the fundamentals of text mining, focusing on the widely used bag of words method. Through the initial three chapters, we cover essential concepts for analyzing and visualizing text data. Finally, the course culminates in a practical case study, where you will apply your newfound knowledge to extract valuable insights from employee reviews of two prominent tech companies.

Related Courses

Text Mining with Bag-of-Words in R

by DataCamp

Learn the bag of words technique for text mining with R.

Sentiment Analysis in R

by DataCamp

Learn sentiment analysis by identifying positive and negative language, specific emotional intent an...

Regular Expressions in Python

by DataCamp

Learn about string manipulation and become a master at using regular expressions.

Introduction to Text Analysis in R

by DataCamp

Analyze text data in R using the tidy framework.

Intermediate Regular Expressions in R

by DataCamp

Manipulate text data, analyze it and more by mastering regular expressions and string distances in R...

Advanced NLP with spaCy

by DataCamp

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-bas...

Feature Engineering for NLP in Python

by DataCamp

Learn techniques to extract useful information from text and process them into a format suitable for...

Recurrent Neural Networks (RNN) for Language Modeling in Python

by DataCamp

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between lan...

Analyzing Social Media Data in Python

by DataCamp

In this course, you'll learn how to collect Twitter data and analyze Twitter text, networks, and geo...

Introduction to Natural Language Processing in Python

by DataCamp

Learn fundamental natural language processing techniques using Python and how to apply them to extra...

Course Details

Duration: 4 hours
Format: Short Course
Price: USD39.00
Course Link

DataCamp

DataCamp is an online learning platform that offers interactive courses and tutorials for data science and analytics. It provides a wide range of courses covering topics such as Python, R, SQL, machine learning, data visualization, and more. The platform offers a hands-on learning experience through coding exercises and projects, allowing users to practice and apply their skills in real-world scenarios. DataCamp also offers a personalized learning experience with adaptive learning technology that adjusts the course content based on the user's skill level and progress. It is widely used by individuals, professionals, and organizations to enhance their data science skills and stay up-to-date with the latest trends and technologies in the field.

Learn more