mlops-project

There are 6 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 497
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 112
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 20
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 docker dockercontainers flask github-actions kws mlflow mlops python3 tensorflow2 deeplearning heroku-deployment mlops-project mlops-workflow
Language:PureBasic 15
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 10
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 7
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.
aws cicd data-science docker dvc evidentlyai fastapi github-actions grafana grafana-dashboard kubernetes machine-learning mlops prometheus mlops-community mlops-project mlops-template
Language:Python 6
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 5
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 5
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 4
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 3
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 3
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 2
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 2
EzioDEVio / MLOps
MLOps deploying house estimate model
flask-application mlops mlops-project mlops-workflow
Language:HTML 2
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.
docker dvc eda mlflow mlops-project predictive-maintenance regression streamlit
Language:Jupyter Notebook 2
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 2
AbdulstarKousa / Project-MLOps-2022
Categorizing IMDB reviews into positive or negative sentiments, emphasizing MLOps practices.
deep-learning mlops-project
Language:Jupyter Notebook 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
Hokfu / MLOps_Zoomcamp_Study
This is the repository of my study in MLOps Zoomcamp from DataTalksClub.
mlops mlops-environment mlops-project mlops-workflow machine-learning
Language:Jupyter Notebook 1
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 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
namansnghl / World-Econ-Growth-Forecast
Forecasting GDP for IMF member countries
airflow cicd-pipeline docker-compose gcp mlflow mlops-project tensorflow
Language:Jupyter Notebook 1
QuyAnh2005 / credit-ranking-code
MLOps System for Credit Ranking Project
docker-compose mlops-project python
Language:Jupyter Notebook 1
rohmats / mlops-project-customer-churn
End to End MLOps Project - Customer Churn Prediction
mlops-project customer-churn-prediction
Language:HTML 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
a-t-em / Asthma-Prediction
Binary classification model for predicting diagnosis of asthma
data-science machine-learning mlops-project python
Language:Jupyter Notebook 0
batxes / Drought-predictor-project
Complete end-to-end MLOps implementation for training, maintaining and monitoring a machine learning model that predicts droughts.
docker flask grafana machine-learning mlflow mlops-project prefect prometheus
Language:Jupyter Notebook 0
dmytrovoytko / MLOps-churn-prediction
MLOps project Training and Deployment of Churn prediction model
churn-analysis churn-prediction ml-engineering mlflow mlops mlops-project mlops-workflow prediction-model prefect
Language:Jupyter Notebook 0
iTrauco / data
ai artificial-intelligence command-line data data-analytics data-project data-tooling etl extract-transform-load machine-learning mlops mlops-project terminal
Language:Python 0
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.
aws convolutional-neural-networks deep-learning deployment docker dvc-for-data-science flask image-classification kidney-disease-prediction mlflow mlops-project python version-control
Language:Jupyter Notebook 0
h-i-r / End-To-End-Image-Classification-using-MLflow
dvc-for-data-science image-classification mlflow mlops-project
Language:Python
mahdiCV / yt-docker-search
Search in youtube channel
docker mlops-project sbert sentence-transformer-model
Language:Jupyter Notebook
rafaelgreca / mlflow-example
Its main goal wasn't to develop the solution with the best accuracy among others developed by Kaggle's community but rather to understand the applicability of the MLflow framework and how to use it to track different models during the training and evaluation steps, while also learning about the model's versioning and registry.
bert-fine-tuning bert-model deep-learning docker machine-learning mlflow mlops mlops-project natural-language-processing nlp python3
Language:Python
saakolch / end-to-end-ML-project
Project of deploying ML and MLOps
data-science exploratory-data-analysis machine-learning mlops-project project
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

praj2408 / Consignment-Pricing-using-MLOps-DVC

Philippos01 / mlops-energy-forecast-thesis

Chandru-21 / MLOps_Project

faizan1234567 / sentence-classification

manhph2211 / ml-project-template

msinha251 / Udacity_MLDevops_C3_Project

Sengarofficial / Predictive_Maintenance_With_MLops

Shuyib / mawingu-experiments

abhi227070 / ML-Model-Deployment-in-AWS

bhnum / mlops-threats

EzioDEVio / MLOps

praj2408 / Predictive-Maintenance-System-Monitoring

UC-Irvine-CS175 / uci-cs175

AbdulstarKousa / Project-MLOps-2022

Bhavik-Jikadara / Student-Performance

Hokfu / MLOps_Zoomcamp_Study

izam-mohammed / Customer-Satisfaction-MLOps

MASilva1 / EDVAI_DataScience_MLOps_Bootcamp

Msparihar / Kidney-Disease-Prediction

namansnghl / World-Econ-Growth-Forecast

QuyAnh2005 / credit-ranking-code

rohmats / mlops-project-customer-churn

shriadke / FetchSearch

a-t-em / Asthma-Prediction

batxes / Drought-predictor-project

dmytrovoytko / MLOps-churn-prediction

iTrauco / data

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

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

mahdiCV / yt-docker-search

rafaelgreca / mlflow-example

saakolch / end-to-end-ML-project