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

URL for Github repository is here

The Application contains :

Left Panel :

• Textbox to enter the sentence
• Button to submit the sentence

Main Panel :

• The sentence entered by the user
• The predicted word

The algorithm has some limitations, but it can be improved with further development.

Thank You