PBL_SY1_G18_sem_3

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PBL_SY1_G18_sem_3

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📚 LearnLytics — AI-Powered Student Performance & Study Planner App LearnLytics is an AI-driven mobile application designed to help students improve academic performance through smart analytics, personalized recommendations, and intelligent study planning.

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📚 LearnLytics — AI-Powered Student Performance & Study Planner App
LearnLytics is an AI-driven mobile application designed to help students improve academic performance through smart analytics, personalized recommendations, and intelligent study planning.

📦 Download the App: Click here to download LearnLytics.apk

🚀 Features

📊 Performance Analytics: Tracks and visualizes student progress over time.

🧠 AI Recommendations: Suggests study materials and topics based on weak areas.

🤖 AI Chatbot Assistant: Provides instant academic support and study tips.

🗓️ Study Planner: Helps students organize schedules and meet goals effectively.

💡 Smart Insights: Uses machine learning models to predict and improve performance.

🧩 Tech Stack

Frontend: Flutter / Android

Backend: Firebase / Python Flask API / Supabase

Machine Learning: Logistic Regression, SVM, and Recommendation Models

AI Assistant: Integrated Chatbot using NLP

🧠 Machine Learning Overview

The ML model in LearnLytics analyzes student data to:

Predict performance using Logistic Regression

Classify study behavior using Support Vector Machines (SVM)

Generate study recommendations using AI-based insights

🛠️ Installation

Download the APK file:
👉 [LearnLytics.apk](https://github.com/anuragpatil1729/PBL_SY1_G18/releases/tag/v1.0.0)

Transfer it to your Android device.

Enable “Install from Unknown Sources” in your phone settings.

Open the APK and install the app

PBL_SY1_G18_sem_3

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