r_subheading-Course Description-r_end In this series on r_link-Introduction to Text Analytics with R- https://online.datasciencedojo.com/course/Text-Analytics-with-R-r_end, we will help you get started and understand the fundamentals of text analytics. r_break r_break r_subheading-What You'll Learn-r_end • The importance of splitting data in to training and test datasets. r_break • Stratified sampling of imbalanced data using the caret package. r_break • Representing text data for the purposes of machine learning. r_break • Introduction to tokenization, stop words, and stemming. r_break • The bag-of-words model. r_break • Considerations for data pre-processing.