About Word Prediction

• The main goal of the capstone project is the application based on a predictive text model using explain the Explortory Data Analysis and building an algorithm. Briefly, the application works with a worth and then it will try to predict the next word.

Source of prediction

• The model is trained using a collection of English text (corpus) that is compiled from 3 sources - news, blogs, and tweets.
• The main parts are loading and cleaning the data as well as use NLP (Natural Language Processing) applications in R

URL for Shiny application is here

The Application contains :

Left Panel :

• Textbox to enter the sentence

Main Panel :

• The top 5 predicted words, from top to bottom

• If you click on a particular suggestion, it will be filled automatically in the textbox.

Thank You