Fundamentals of Text Analytics


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.

Text Analytics tutorial slides can be accessed r_link-here- https://code.datasciencedojo.com/datasciencedojo/tutorials/tree/master/Introduction%20to%20Text%20Analytics%20with%20R-r_end r_break r_break Download R r_link-here- https://cran.r-project.org/-r_end r_break r_break SMS Spam Collection Dataset used in this tutorial can be accessed r_link-here- https://www.kaggle.com/uciml/sms-spam-collection-dataset-r_end

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