Giter VIP home page Giter VIP logo

machine-learning's Introduction

Machine Learning Projects Repository

Welcome to the Machine Learning Projects Repository! This repository contains a collection of machine learning projects.

Projects Overview:

  1. SMS Spam Detection: Objective: The objective of this project is to develop a model that can classify SMS messages as either spam or ham (non-spam). Techniques Used: Natural Language Processing (NLP), Text Preprocessing, Feature Engineering, Classification Algorithms (e.g., Naive Bayes, SVM).
  2. Movie Genre Recommendation: Objective: The goal of this project is to build a recommendation system that suggests movies to users based on their preferences and viewing history. Techniques Used: Collaborative Filtering, Matrix Factorization, Content-Based Filtering, Recommendation Algorithms (e.g., Naive Bayes).
  3. Credit Card Fraud Detection: Objective: This project aims to develop a model capable of detecting fraudulent credit card transactions in real-time. Techniques Used: Anomaly Detection, Imbalanced Data Handling, Feature Engineering, Classification Algorithms (e.g., Random Forest, Support Vector Machine).

Repository Structure:

I left the codes in jupyter notebook in order to show insights such as confusion matrix, scatter plot of dataset.

SMS_Spam_Detection.ipynb: Contains code and resources related to the SMS spam detection project.

Movie_Genre_Recommendation.ipynb: Includes notebooks and data files for the movie genre recommendation project.

Credit_Card_Fraud_Detection.ipynb: Contains scripts and datasets for the credit card fraud detection project.

Documentation: Additional documentation, reports, and resources related to the projects.

machine-learning's People

Contributors

harvind-here avatar

Stargazers

 avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.