mlops-project

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

Philippos01/mlops-energy-forecast-thesis

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

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:

faizan1234567/sentence-classification

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

msinha251/Udacity_MLDevops_C3_Project

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

bhnum/mlops-threats

An application for violent threat detection

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.

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.

UC-Irvine-CS175/uci-cs175

Official Course Webpage for CS175: Projects in AI

AbdulstarKousa/Project-MLOps-2022

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

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.

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.

EzioDEVio/MLOps

MLOps deploying house estimate model

MASilva1/EDVAI_DataScience_MLOps_Bootcamp

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

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.

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.

shriadke/FetchSearch

Semantic Search and offer relevance using Sentence BERT

Shuyib/mawingu-experiments

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

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.

Revanth-Reddy-Pingala/MLOps_Customer_Satisfaction

Predicting how a customer will feel about a product before they even ordered it.

rochageorge/cookiecutter-gavb

O objetivo deste repositório é criar um template para projetos de ciências de dados/mlops

Tomixbo/House_Pred_MLOPS

House sales : prices prediction website

zacharyvunguyen/End-to-End-Vertex-AI-Pipeline-for-Fraud-Detection

This Vertex AI Pipeline orchestrates the selection, deployment, and real-time monitoring of the highest-performing machine learning model from a pool of candidates. Designed to support a dynamic and collaborative model development environment, it ensures that only the most accurate and relevant models are deployed for fraud detection tasks.

h-i-r/End-To-End-Image-Classification-using-MLflow

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.🤖

mr-ravin/auto_mlflow

An opensource automated MLOps library for MLFlow in python.

Praveen76/Deploy-ML-Projects-tutorial

Uncover the secrets of deploying ML models in production with this tutorial. Leveraging the Titanic dataset, learn the ins and outs of transitioning from research to production. Master modularization, code standards, and scalability for successful machine learning deployments.

premkumar246/End-to-End-Kidney-Disease-Classification

This repository holds all the project files belongs to a Kidney diesease classification application which takes x-rays images and classify the image as dieseased or healthy by using Deep learning CNN classification techniques.

QuyAnh2005/credit-ranking-code

MLOps System for Credit Ranking Project

saakolch/end-to-end-ML-project

Project of deploying ML and MLOps

sadhiin/NYC-Uber-fare-rate

This project aims to predict fare rates for Uber transactions in New York City. By leveraging historical trip data, we intend to develop a model that accurately estimates fare prices for future rides.