SwiftKey Capstone Project

Aplicación Shiny para predicción de texto en tiempo real.

• Predict the next word based on user input
• Demonstrate practical use of NLP techniques
• Focus on speed and simplicity

• Statistical n-gram language model
• Backoff strategy
• Frequency-based predictions

The model uses the longest possible context and backs off when needed.

• User types text
• The model predicts the next word
• Immediate response

A pre-trained model is used to ensure fast performance.

• Frequency-based model only
• No semantic understanding

Possible improvements: - More training data - Advanced language models - Improved user interface