mlops-project
There are 77 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.
Azure/mlops-templates
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
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.
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.
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
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.
Philippos01/mlops-energy-forecast-thesis
Automated pipeline for energy consumption forecasting across Europe using Azure cloud and Databricks.
EzioDEVio/MLOps
MLOps deploying house estimate model
faizan1234567/sentence-classification
Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.
manhph2211/ML-Pipeline
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:
msinha251/Udacity_MLDevops_C3_Project
Udacity NanoDegree Course 3 Project "Deploying a Machine Learning Model on Heroku with FastAPI"
neemiasbsilva/kedro_orchestrate_dl_transformer_arch
A pipeline using Kedro to orchestrate the deployment of a deep learning transformer model for classifying toxic comments. This project integrates data preprocessing, model training, and deployment into a streamlined and reproducible workflow, enabling efficient handling of the toxic comment classification problem in NLP.
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.
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.
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.
Shuyib/mawingu-experiments
Handbook for putting applications in the cloud referencing DS and ML paradigms.
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.
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.
abrahamkoloboe27/Demo-CICD-With-Github-Actions-ATUT-SN
CI/CD ( Continous Deploy) With Github Actions, Docker & Docker Compose
bhnum/mlops-threats
An application for violent threat detection
UC-Irvine-CS175/uci-cs175
Official Course Webpage for CS175: Projects in AI
yuvaneshkm/diamond-price-prediction
End-to-end machine learning project for diamond price prediction using Lasso Regression with 93% accuracy.
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.
DataForgeOpenAIHub/mlops-credit-card-fraud-detection-end-to-end
End to End Machine Learning MLOps Project for Credit Card Fraud Detection using Ensemble Models, Data and Model Versioning through DVC, Github Actions, and Deployment
Hokfu/MLOps_Zoomcamp_Study
This is the repository of my study in MLOps Zoomcamp from DataTalksClub.
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.🤖
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.
namansnghl/World-Econ-Growth-Forecast
Forecasting GDP for IMF member countries
QuyAnh2005/credit-ranking-code
MLOps System for Credit Ranking Project
Ramkmr/MLOPS-DRIVEN-PREDICTION-ENGINE-
This project focuses on predicting wine quality using regression models.
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.
Tomixbo/House_Pred_MLOPS
House sales : prices prediction website
ViralBiyawala/MHA
This repo is used for enabling the Machine Learning Capabilites of MindCare. Models are uploaded on Pythonanywhere that are utlilized thourgh API Interface for prediction of Suicide related Post.
zamb0/zenml-mlflow
A project to explore and learn about ZenML and mlflow using the hymenoptera dataset from PyTorch