Next Word Prediction
The project uses three English text datasets:
The datasets were explored to understand text size, word frequency, and differences between sources.
A next-word prediction model was developed using n-gram based text analysis.
The model uses:
The most likely next word is selected from the observed word combinations.
The Shiny app allows users to:
Example:
I want to → see
The application is deployed on shinyapps.io.
The project successfully developed and deployed a next-word prediction application.
Key Outcomes:
Shiny App: