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Published Intermediate Level Python Programming

Smart Library & Book Lending Recommendation Engine

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Engineering Architecture

Project Description & Problem Statement

Combines classic library inventory control with a collaborative filtering recommendation engine. Recommends supplementary reference books when students borrow primary course materials.

Core Modules & Functionality

Barcode/ISBN Catalog Search
Automated Due Date Reminder Logic
Course-Based Recommendation Engine
Fine Calculation & Student History Log

System & Runtime Requirements

Python 3.9+, Flask, Scikit-Learn, Pandas, 2GB RAM

Stack Specs

Technology Stack

Python Flask SQLite / MySQL Scikit-Learn

Academic Classification

  • Subject Domain: Python Programming
  • Project Level: Intermediate
  • Published: Nov 04, 2026
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