Fundamentals of Text Analytics

r_subheading-Course Description-r_end In this series on r_link-Introduction to Text Analytics with R-, 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.

Text Analytics tutorial slides can be accessed r_link-here- r_break r_break Download R r_link-here- r_break r_break SMS Spam Collection Dataset used in this tutorial can be accessed r_link-here-


Data Science Dojo Instructor - Data Science Dojo is a paradigm shift in data science learning. We enable all professionals (and students) to extract actionable insights from data.