A glimpse of how the app looks in action (you can add screenshots later)
Learning Style Advisor is an intelligent web application built using Flask that predicts an individual’s learning style — Visual, Auditory, Kinesthetic, or Mixed — based on questionnaire responses.
It leverages a pre-trained Machine Learning model (learning_style_model.pkl) to classify user inputs and recommend the most effective learning strategy.
✅ Interactive web form for user input
✅ Predicts 4 learning styles using a trained model
✅ Fast and lightweight Flask backend
✅ Modular structure (easy to extend or retrain)
✅ Clean and responsive UI
| Code | Type | Description |
|---|---|---|
| 0 | 🎨 Visual Learner | Prefers images, diagrams, and spatial understanding |
| 1 | 🎧 Auditory Learner | Learns best through listening and speaking |
| 2 | 🏃 Kinesthetic Learner | Understands concepts through movement and touch |
| 3 | 🔄 Mixed Style | Combination of two or more learning preferences |