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1. E-commerce-recommendation-systemE-commerce-recommendation-systemPublic

   Designed for Kaggle competitions, this project uses K-Means clustering and TF-IDF vectorization to group similar product descriptions and recommend related items. Ideal for text-based product categ…

   Jupyter Notebook 1

2. Hidden-Markov-Models-and-N-gram-Language-Models-for-Autocomplete-and-SpellcheckingHidden-Markov-Models-and-N-gram-Language-Models-for-Autocomplete-and-SpellcheckingPublic

   This project leverages Hidden Markov Models (HMMs) and N-gram language models for autocomplete and spellchecking, improving text input accuracy and efficiency. Ideal for NLP applications in text pr…

   Jupyter Notebook

3. crime-predictioncrime-predictionPublic

   Crime Data Analysis System is a Python-based tool designed to analyze crime trends using data visualization, machine learning, and geospatial mapping. It helps users identify patterns, hotspots, an…

   Jupyter Notebook

4. Employee-Management-SystemEmployee-Management-SystemPublic

   The Employee Management System is a web application built with Angular (frontend) and Spring Boot (backend) to manage employee records. It provides CRUD operations, a responsive UI, and RESTful API…

   CSS