mlops-project

There are 5 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 azuremachinelearning azureml deep-learning devops machine-learning microsoft mlops mlops-workflow mlops-environment mlops-template mlops-project
Language:Shell 462
Azure / mlops-templates
Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
azure azureml deep-learning machine-learning microsoft mlops mlops-environment mlops-project mlops-template mlops-workflow
Language:Python 102
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.
azure-web-app-service docker end-to-end-machine-learning github-actions mlops-project mlops-workflow recommendation-system
Language:Python 11
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.
asr ci-cd cnn-lstm-models deep-neural-networks deeplearning docker dockercontainers flask github-actions heroku-deployment kws mlflow mlops mlops-project mlops-workflow python3 tensorflow2
Language:PureBasic 11
Philippos01 / mlops-energy-forecast-thesis
Automated pipeline for energy consumption forecasting across Europe using Azure cloud and Databricks.
azure-databricks cloud-computing energy-consumption mlops-project timeseries-forecasting python-spark
Language:Python 6
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:
fastapi heroku image-generation jax streamlit vae play-with-jax generative-models jax-implementation mlops-project mlopsvn ml-deployment
Language:Jupyter Notebook 4
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
consignment logistics mlops-project prediction-model shipment
Language:Jupyter Notebook 4
faizan1234567 / sentence-classification
Implementation of classification of grammatically correct sentences and wrong sentences, and integration of MLOps tools.
deep-learning machine-learning mlops mlops-project nlp pytorch-lightning sentence-classification
Language:Jupyter Notebook 3
msinha251 / Udacity_MLDevops_C3_Project
Udacity NanoDegree Course 3 Project "Deploying a Machine Learning Model on Heroku with FastAPI"
mlops mlops-project udacity-nanodegree
Language:Jupyter Notebook 3
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.
css dagshub data-science flask javascript machine-learning mlflow mlops mlops-project mlops-workflow numpy pandas python
Language:CSS 2
AbdulstarKousa / Project-MLOps-2022
Categorizing IMDB reviews into positive or negative sentiments, emphasizing MLOps practices.
deep-learning mlops-project
Language:Jupyter Notebook 1
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.
aws-deployment aws-ec2 flask-application machine-learning machine-learning-algorithms mlops mlops-project mlops-workflow python3
Language:HTML 1
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.
data-science endtoendpipeline machine-learning mlops mlops-project
Language:Jupyter Notebook 1
mlops-threats
bhnum / mlops-threats
An application for violent threat detection
docker docker-compose grafana grafana-dashboard logging mlops mlops-project mlops-workflow monitoring ops prefect prometheus swagger minimal-ui machine-learning ui streamlit
Language:Python 1
MASilva1 / EDVAI_DataScience_MLOps_Bootcamp
Repositorio para Bootcamp de Data Science y MLOps 2023 de la Escuela de Datos Vivos
data data-science dataanalysis ds jupyter-notebook mlops mlops-project python
1
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.
classification computer-vision mlops-project python tensorflow
Language:Python 1
praj2408 / Predictive-Maintenance
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.
docker dvc eda mlflow mlops-project predictive-maintenance regression streamlit
Language:Jupyter Notebook 1
shriadke / FetchSearch
Semantic Search and offer relevance using Sentence BERT
aws github-actions huggingface-transformers mlops-project nlp-machine-learning sbert streamlit retrieval-and-reranking
Language:Jupyter Notebook 1
UC-Irvine-CS175 / uci-cs175
Official Course Webpage for CS175: Projects in AI
ai-project classification exploratory-data-analysis mlops-project project-development python3 pytorch pytorch-lightning self-supervised-learning semantic-segmentation unit-testing weights-and-biases
Language:SCSS 1
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.
mlops mlops-project mlops-workflow
0
Revanth-Reddy-Pingala / MLOps_Customer_Satisfaction
Predicting how a customer will feel about a product before they even ordered it.
customer-satisfaction ml mlops mlops-project zenml
Language:Python 0
rochageorge / cookiecutter-gavb
O objetivo deste repositório é criar um template para projetos de ciências de dados/mlops
mlops mlops-project
Language:Jupyter Notebook 0
rodrihuarachi / PI_MLOPs_Rodrigo-Huarachi
Primero Proyecto Individual del curso de Data Science en Henry
api fastapi machine-learning mlops-project python
Language:Jupyter Notebook 0
sanjeevphd / DeMLopment-Example
DeMLopment - putting ML in Software Development. Very much a work in progress, so check back often! :)
machine-learning mlops mlops-project python agile-development project-scaffolding pytorch tdd-python torchserve
Language:Jupyter Notebook 0
mlsd-threats
SharifMLSD / mlsd-threats
An application for violent threat detection
docker docker-compose grafana grafana-dashboard logging machine-learning minimal-ui mlops mlops-project mlops-workflow monitoring ops prefect prometheus streamlit swagger ui
Language:Python 0
Tomixbo / House_Pred_MLOPS
House sales : prices prediction website
django docker docker-compose docker-image dockerfile explainerdashboard ml mlops mlops-project pycaret python
Language:Jupyter Notebook 0
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.
bigquery-ml end-to-end-machine-learning gcp ml-pipeline mlops mlops-project streamlit vertex-ai
Language:Jupyter Notebook 0
EzioDEVio / MLOps
MLOps deploying house estimate model
flask-application mlops mlops-project mlops-workflow
Language:HTML
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.🤖
machine-learning ml mlops mlops-project zenml
Language:Python
mr-ravin / auto_mlflow
An opensource automated MLOps library for MLFlow in python.
automation mlflow mlflow-projects mlops mlops-project
Language:Python
Praveen76 / Deploy-Loan-Approval-Classifier-on-Azure-cloud
In this repository, I guide you through deploying a Machine Learning project, specifically the Loan Approval Classifier, on Azure Cloud. Explore the entire process, from building the classifier codebase to seamless deployment. Dive into comprehensive steps, leveraging Azure Cloud for a robust machine learning solution. Let's empower your projects .
azure-cloud mlops mlops-project
Language: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.
mlops mlops-project mlops-workflow titanic-dataset titanic-survival-prediction
Language:Python
QuyAnh2005 / credit-ranking-code
MLOps System for Credit Ranking Project
docker-compose mlops-project python
Language:Jupyter Notebook
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.
machine-learning mlops-project python regression-models
Language:Jupyter Notebook
Shuyib / mawingu-experiments
Handbook for putting applications in the cloud referencing DS and ML paradigms.
continuous-delivery data-science docker fullstack-datascientist k8s kubernetes ml-engineering-for-production mlops mlops-project mlops-workflow
Language:Jupyter Notebook

mlops-project

Azure / mlops-v2

Azure / mlops-templates

Harly-1506 / MLOps-Recommendation

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

Philippos01 / mlops-energy-forecast-thesis

manhph2211 / ml-project-template

praj2408 / Consignment-Pricing-using-MLOps-DVC

faizan1234567 / sentence-classification

msinha251 / Udacity_MLDevops_C3_Project

Sengarofficial / Predictive_Maintenance_With_MLops

AbdulstarKousa / Project-MLOps-2022

abhi227070 / ML-Model-Deployment-in-AWS

Bhavik-Jikadara / Student-Performance

bhnum / mlops-threats

MASilva1 / EDVAI_DataScience_MLOps_Bootcamp

Msparihar / Kidney-Disease-Prediction

praj2408 / Predictive-Maintenance

shriadke / FetchSearch

UC-Irvine-CS175 / uci-cs175

Praveen76 / MLOps-Mini-Projects

Revanth-Reddy-Pingala / MLOps_Customer_Satisfaction

rochageorge / cookiecutter-gavb

rodrihuarachi / PI_MLOPs_Rodrigo-Huarachi

sanjeevphd / DeMLopment-Example

SharifMLSD / mlsd-threats

Tomixbo / House_Pred_MLOPS

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

EzioDEVio / MLOps

izam-mohammed / Customer-Satisfaction-MLOps

mr-ravin / auto_mlflow

Praveen76 / Deploy-Loan-Approval-Classifier-on-Azure-cloud

Praveen76 / Deploy-ML-Projects-tutorial

QuyAnh2005 / credit-ranking-code

sadhiin / NYC-Uber-fare-rate

Shuyib / mawingu-experiments