Next Word Prediction App

🌟 Next Word Prediction App

Data Science Capstone Project


  • Developed using Shiny
  • Predicts next words using NLP
  • Hosted on shinyapps.io


🚀 Interactive • Fast • User-Friendly

📌 Project Overview

🎯 Objective

Build an application that predicts the next word from user input.


✨ Features

  • Interactive text input
  • Instant prediction
  • Clean user interface
  • Lightweight application


🛠 Technologies Used

  • R Programming
  • Shiny
  • NLP
  • RPubs

🧠 Algorithm Used

Prediction Method

The application uses a rule-based NLP approach.


⚙ Steps

  1. Convert text to lowercase
  2. Process user input
  3. Match text patterns
  4. Predict next word


📊 Example Predictions

Input Phrase Predicted Word
how are you
good morning
machine learning model

💻 Application Demo

🔄 Workflow

  1. Enter a phrase
  2. Click Predict
  3. View predicted word


📍 Example

Input: machine learning

Prediction: model


✅ Fast Response
✅ Interactive UI
✅ Easy to Use

🎉 Conclusion

✔ Achievements

  • Built a next word prediction app
  • Published online successfully
  • Created an interactive interface


🔮 Future Improvements

  • Use larger datasets
  • Add machine learning models
  • Improve prediction accuracy
  • Implement deep learning