mlops-project

There are 66 repositories under mlops-project topic.

  • Azure/mlops-v2

    Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

    Language:Shell5143276258

  • Azure/mlops-templates

    Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

    Language:Python118169696

  • prsdm/mlops-project

    Language:HTML711143

  • Harly-1506/MLOps-Recommendation

    End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.

    Language:Python22102

  • Jithsaavvy/Deploying-an-end-to-end-keyword-spotting-model-into-cloud-server-by-integrating-CI-CD-pipeline

    The project is a concoction of research (audio signal processing, keyword spotting, ASR), development (audio data processing, deep neural network training, evaluation) and deployment (building model artifacts, web app development, docker, cloud PaaS) by integrating CI/CD pipelines with automated tests and releases.

    Language:PureBasic14226

  • praj2408/Consignment-Pricing-using-MLOps-DVC

    Consignment-Price Prediction project aims to develop a machine learning model that can accurately predict the price of consignment items based on various features and variables

    Language:Jupyter Notebook11203

  • Chandru-21/MLOps_Project

    An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.

    Language:Python9202

  • Philippos01/mlops-energy-forecast-thesis

    Automated pipeline for energy consumption forecasting across Europe using Azure cloud and Databricks.

    Language:Python8104

  • EzioDEVio/MLOps

    MLOps deploying house estimate model

    Language:HTML5000

  • faizan1234567/sentence-classification

    Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.

    Language:Jupyter Notebook5201

  • manhph2211/ml-project-template

    This repo shows how to implement a simple image generation app that uses Jax-Implementation of a conditional VAE, Jax, fastapi, docker, streamlit, heroku, ec2, and cloudflare :smiley:

    Language:Jupyter Notebook5301

  • msinha251/Udacity_MLDevops_C3_Project

    Udacity NanoDegree Course 3 Project "Deploying a Machine Learning Model on Heroku with FastAPI"

    Language:Jupyter Notebook4101

  • praj2408/Predictive-Maintenance-System-Monitoring

    Predictive maintenance can help companies minimize downtime, reduce repair costs, and improve operational efficiency. Developing a web application for predictive maintenance can provide users with real-time insights into equipment performance, enabling proactive maintenance, and reducing unplanned downtime.

    Language:Jupyter Notebook4102

  • Sengarofficial/Predictive_Maintenance_With_MLops

    Aircraft components are susceptible to degradation, which affects directly their reliability and performance. This machine learning project will be directed to provide a framework for predicting the aircraft’s remaining useful life (RUL) based on the entire life cycle data in order to provide the necessary maintenance behavior.

    Language:CSS3102

  • Shuyib/mawingu-experiments

    Handbook for putting applications in the cloud referencing DS and ML paradigms.

    Language:Jupyter Notebook3111

  • tph-kds/anomaly_detection_in_transactions

    This project aims to detect fraudulent transactions by leveraging machine learning-based anomaly detection techniques, and to develop an automated system that can monitor transactions in real-time, identify anomalies, and flag potential fraudulent transactions for further investigation.

    Language:Jupyter Notebook3
  • ML-Model-Deployment-in-AWS

    abhi227070/ML-Model-Deployment-in-AWS

    This project deploys a diabetes prediction model on AWS using MLOps principles. It features a Flask-based UI for user interaction and utilizes CI/CD pipelines for automated deployment. By leveraging AWS infrastructure, the project ensures scalability, version control, and monitoring of the deployed model.

    Language:HTML2101
  • mlops-threats

    bhnum/mlops-threats

    An application for violent threat detection

    Language:Python2102

  • Shuyib/data-version-ctrl

    Data version control with Makefile and DVC

    Language:Python2201

  • UC-Irvine-CS175/uci-cs175

    Official Course Webpage for CS175: Projects in AI

    Language:SCSS2200

  • yuvaneshkm/diamond-price-prediction

    End-to-end machine learning project for diamond price prediction using Lasso Regression with 93% accuracy.

    Language:Jupyter Notebook20

  • AbdulstarKousa/Project-MLOps-2022

    Categorizing IMDB reviews into positive or negative sentiments, emphasizing MLOps practices.

    Language:Jupyter Notebook1303

  • Bhavik-Jikadara/Student-Performance

    This project understands how the student's performance (test scores) is affected by other variables such as Gender, Ethnicity, Parental level of education, Lunch and Test preparation course.

    Language:Jupyter Notebook110

  • Hokfu/MLOps_Zoomcamp_Study

    This is the repository of my study in MLOps Zoomcamp from DataTalksClub.

    Language:Jupyter Notebook1101

  • izam-mohammed/Customer-Satisfaction-MLOps

    A repository for Customer Satisfaction ML project 🚀. Using the power of Zenml, this repo ensures seamless integration of Machine Learning Operations.🤖

    Language:Python110

  • MASilva1/EDVAI_DataScience_MLOps_Bootcamp

    Repositorio para Bootcamp de Data Science y MLOps 2023 de la Escuela de Datos Vivos

    1100

  • Msparihar/Kidney-Disease-Prediction

    This web application utilizes cutting-edge artificial intelligence to help people understand their risk of developing kidney disease. Developed with user-friendliness in mind, this tool allows individuals to easily enter their information and receive a personalized risk assessment.

    Language:Python1202

  • namansnghl/World-Econ-Growth-Forecast

    Forecasting GDP for IMF member countries

    Language:Jupyter Notebook1202

  • Praveen76/MLOps-Mini-Projects

    Explore MLOps excellence! This repository curates mini-projects demonstrating ML deployment, NLP, and Deep Learning. Discover CI/CD/CT pipelines, best practices, and dive into practical MLOps insights. Elevate your skills in deploying and managing cutting-edge machine learning applications.

    1101

  • QuyAnh2005/credit-ranking-code

    MLOps System for Credit Ranking Project

    Language:Jupyter Notebook1100

  • Ramkmr/MLOPS-DRIVEN-PREDICTION-ENGINE-

    This project focuses on predicting wine quality using regression models.

    Language:CSS1

  • RanaSanga85/US-Visa-Approval-Prediction-MLOPs-Project

    This project predicts US visa approval using machine learning based on factors like education, job experience, and company details. It integrates MongoDB for data storage and Evidently for model evaluation. The project is structured with modular components for data ingestion, transformation, validation, and model training.

    Language:Jupyter Notebook1

  • shriadke/FetchSearch

    Semantic Search and offer relevance using Sentence BERT

    Language:Jupyter Notebook1100

  • snmahsa/Course-Manager

    Language:CSS1

  • Tomixbo/House_Pred_MLOPS

    House sales : prices prediction website

    Language:Jupyter Notebook1100

  • Sharan-vj/End2End_Bear_Panda_Binary_Image_Classification

    End to End Deep learning project, Fine tuned VGG19 model to classify bears and pandas, deployed via a web interface for quick and easy predictions.

    Language:Jupyter Notebook