Projects in Awesome Lists tagged with mlops-workflow
A curated list of projects in awesome lists tagged with mlops-workflow .
https://github.com/tensorchord/envd
🏕️ Reproducible development environment
buildkit developer-tools development-environment docker hacktoberfest llmops mlops mlops-workflow model-serving
Last synced: 03 Oct 2025
https://github.com/mlrun/mlrun
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
data-engineering data-science experiment-tracking kubernetes machine-learning mlops mlops-workflow model-serving python workflow
Last synced: 18 Feb 2026
https://github.com/offchan42/machine-learning-curriculum
:computer: Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
chainer convolutional-neural-networks course curriculum deep-learning guide machine-learning mlops-workflow mxnet neural-network python pytorch recurrent-neural-networks reinforcement-learning tensorflow
Last synced: 16 May 2025
https://github.com/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-environment mlops-project mlops-template mlops-workflow
Last synced: 12 Apr 2025
https://github.com/aarnphm/whispercpp
Pybind11 bindings for Whisper.cpp
audio-transcription bazel bentoml mlops-workflow nix pybind11 python3 whisper whisper-cpp
Last synced: 15 May 2025
https://github.com/khuyentran1401/reproducible-data-science
Tutorials on creating a reproducible and maintainable data science project
data-science machine-learning mlops mlops-workflow python
Last synced: 13 Apr 2025
https://github.com/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
Last synced: 15 May 2025
https://github.com/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
Last synced: 26 Mar 2025
https://github.com/MG-Microsoft/MLOps_Workshop
Azure MLOps
azure azure-devops azure-machine-learning devops machine-learning mlops mlops-workflow
Last synced: 10 Mar 2025
https://github.com/kingabzpro/cicd-for-machine-learning
A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.
ci-cd cml guide hugging-face machine-learning mlops mlops-workflow
Last synced: 23 Apr 2025
https://github.com/nimbleboxai/nbox
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
data-science machine-learning ml-infrastructure ml-platform ml-service mlops mlops-automation mlops-pipeline mlops-tool mlops-workflow model-deployment model-management model-monitoring model-serving practical-mlops
Last synced: 14 Dec 2025
https://github.com/the-full-stack/fsdl-text-recognizer-2022
Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
deep-learning deep-neural-networks machine-learning mlops mlops-community mlops-workflow
Last synced: 19 Jul 2025
https://github.com/azure/mlops-project-template
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-environment mlops-template mlops-workflow
Last synced: 20 Oct 2025
https://github.com/flyingriverhorse/skyulf
Build and ship production ML pipelines faster: a pipeline library with an optional self-hosted visual layer for modular, reproducible workflows, local testing, and experiment tracking.
celery data-orchestration deep-learning docker-compose experiment-tracking feature-engineering-python local-first low-code machine-learning ml-pipeline ml-platform-workflow mlops mlops-workflow model-deployment model-registry privacy-first react redis self-hosted visual-programming
Last synced: 25 Apr 2026
https://github.com/aws-solutions-library-samples/guidance-for-machine-learning-inference-on-aws
This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It addresses the basic implementation requirements as well as ways you can pack thousands of unique PyTorch deep learning (DL) models into a scalable architecture and evaluate performance
do-framework eks-cluster graviton3 inferentia ml mlops-workflow
Last synced: 14 Oct 2025
https://github.com/astronomer/astro-provider-ray
This provider contains operators, decorators and triggers to send a ray job from an airflow task
apache-airflow dags mlops-workflow mlpipelines workflow
Last synced: 06 Jul 2025
https://github.com/nneji123/media-recommendation-engine
A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.
api application docker docker-compose fastapi frontend machine-learning mlops mlops-workflow pandas python recommendation-engine streamlit
Last synced: 06 May 2025
https://github.com/tezansahu/dvc-pycaret-fastapi-demo
Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)
data-science demo deployment dvc fastapi machine-learning mlops-workflow pycaret
Last synced: 26 Dec 2025
https://github.com/nsakki55/prefect-ml-workflow
Example of how to build machine learning training workflow on AWS by Prefect
aws machine-learning mlops mlops-workflow prefect
Last synced: 15 Apr 2025
https://github.com/labrijisaad/kedro-energy-forecasting-machine-learning-pipeline
This repo showcases a project that transforms ML model training into a simplified, production-ready Kedro Dockerized Pipeline. It emphasizes best MLOps practices, enabling easy training, evaluation, and deployment of models, including XGBoost, LightGBM and Random Forest, with built-in visualization and logging features for effective monitoring.
cicd docker docker-volume github-actions jupyter-notebook kedro kedro-docker lightgbm machine-learning-pipeline mlops mlops-workflow random-forest xgboost
Last synced: 10 Mar 2026
https://github.com/eziodevio/mlops
MLOps deploying house estimate model
flask-application mlops mlops-project mlops-workflow
Last synced: 28 Dec 2025
https://github.com/rauhanahmed/store-sales-forecasting
End-to-End Python based ML project focusing on forecasting multiple multivariate time series with production grade deployment techniques.
darts docker dockerhub dvc fastapi git github github-actions machine-learning mlops-workflow multiple-time-series multivariate-timeseries python python3 time-series webhook
Last synced: 08 Jun 2026
https://github.com/datadrivers/effective-guide-mlops
Example end-to-end ml pipeline build with the Sagemaker Python SDK
aws aws-api-gateway aws-apigateway aws-sagemaker data-science deep-learning machine-learning mlops mlops-environment mlops-workflow python scikit-learn scikitlearn-machine-learning
Last synced: 08 Mar 2026
https://github.com/thenewflesh/hidebound
Hidebound is massive, distributed digital asset management system for ML pipelines on Kubernetes
asset-management computer-vision data-science machine-learning mlops mlops-workflow vfx vfx-pipeline
Last synced: 19 Mar 2025
https://github.com/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
Last synced: 19 Jun 2025
https://github.com/galois1915/google-ml-engineer
This program provides the skills you need to advance your career and provides training to support your preparation for the industry-recognized Google Cloud Professional Machine Learning Engineer certification.
api automl bigquery keras mlops-workflow tensorflow2 vertex-ai
Last synced: 16 Feb 2026
https://github.com/jbris/clearml-testing
Testing out ClearML.
clearml clearml-agent devops devops-tools machine-learning mlops mlops-project mlops-workflow model-deployment model-evaluation model-evaluation-and-comparison model-evaluation-and-refinement model-evaluation-and-selection model-evaluation-and-tuning model-evaluation-and-validation model-evaluation-metrics model-training
Last synced: 15 Feb 2026
https://github.com/yotamaflalo/mlops-telechurnpredictor
This repo was created for an intermediate project in the MLOPS course of Naya College. The goal of the project is to establish an abandonment prediction mechanism, with the possibility of API and batch prediction. The project has a CI-CD procedure, monitoring, a grafana dashboard, and more.
beam fastapi grafana mlops mlops-workflow postgresql prometheus
Last synced: 23 Aug 2025
https://github.com/jbris/pymc-mlflow-deployment
Testing deployment of PyMC models using MLFlow and BentoML.
bayesian-inference bayesian-statistics bentoml bentoml-service boto3 botocore devops docker hydra minio minio-server mlflow mlflow-tracking mlflow-tracking-server mlops mlops-workflow pymc pymc-experimental
Last synced: 13 May 2026
https://github.com/vortico/mlops-course
Course materials for MLOps, focusing on deploying and managing ML systems in production.
flama machine-learning mlops mlops-workflow
Last synced: 07 Mar 2026
https://github.com/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
Last synced: 29 Jan 2026
https://github.com/alexandregazagnes/scikit-res
Very Basic package to store results of ML models Grid search results are hard to exploit. This package aims to store them in a more convenient way.
data machine-learning mlops mlops-workflow results scikit-learn
Last synced: 20 Jan 2026
https://github.com/dark-art108/gcp-mlops-pipeline
This Repository contains notebook,scripts and files for building MLops Pipeline in GCP Cloud. ☁️☁️
classification gcp kubernetes mlops-workflow python
Last synced: 02 May 2025
https://github.com/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.
deep-learning fastapi grafana kedro mlflow mlops-project mlops-workflow nlp prometheus
Last synced: 17 Feb 2026
https://github.com/jagtaprathmesh19/Credit-Card-Default-Prediction-ML-Project
Complete Machine learning python flask application for credit Card default Prediction. Features with modular, functional, and object oriented programming.
aws aws-ec2 flask flask-application html-css-javascript mlops mlops-workflow python software-architecture software-development website
Last synced: 31 Jul 2025
https://github.com/jbris/machine-learning-r
Some examples of running R in a Docker container with machine learning and MLOps features
docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-environment mlops-workflow quarto quarto-project r rlang rlanguage statistics stats tidymodels tidyverse
Last synced: 30 Apr 2026
https://github.com/ajithvcoder/tsai-emlo-4.0
Contains solutoins for assignments and learning notes from Extensive Machine Learning Operations course of The School of AI
aws aws-cdk aws-ec2 aws-ecr aws-lambda ci-cd cml dvc-pipeline github-actions gpu-instancing gradio litserve llm-serving mlops mlops-workflow pytorch-lightning torch torchscript torchserve
Last synced: 10 Feb 2026
https://github.com/jbris/zenml-testing
Testing ZenML
machine-learning mlops mlops-environment mlops-project mlops-workflow zenml zenml-pipelines
Last synced: 09 Sep 2025
https://github.com/jbris/mlflow-docker
Launch an MLFlow server through Docker
conda docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-workflow postgres postgresql psycopg psycopg2 python
Last synced: 07 Apr 2026
https://github.com/praveen1664/sagemaker-run-notebook
The repo contains the necessary code for AWS pagemaker instances which can be versioned in GitHub & code commit
machine-learning mlops-workflow python3 sagemaker shell
Last synced: 19 May 2026
https://github.com/2003harsh/house-price-prediction-using-machine-learning
This project features a web app that predicts house prices using a linear regression model. Users can input details like location, square footage, bathrooms, and bedrooms through an HTML form. I've added a CI/CD pipeline with GitHub Actions, unit testing with pytest, and automated Docker containerization to improve deployment and robustness.
ci-cd data-analysis docker-image flask linear-regression machine-learning matplotlib mlops-workflow requests scikit-learn
Last synced: 04 Jan 2026
https://github.com/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
aws-lambda credit-risk data-pipelines dvc-pipeline fastapi github-actions google-drive-api machine-learning mlops-project mlops-workflow python
Last synced: 14 Feb 2026
https://github.com/shubhamprajapati7748/end-to-end-heart-disease-prediction
Explore a modular, end-to-end solution for heart disease prediction in this repository. From problem definition to model evaluation, dive into detailed exploratory data analysis. Experience seamless integration with MLOps tools like DVC, MLflow, and Docker for enhanced workflow and reproducibility.
diabetes-prediction end-to-end-machine-learning machine-learning mlops-workflow
Last synced: 23 Jul 2025
https://github.com/olamide100/capstone-project-llm-zoomcamp
Comparative Guide Assistant
argocd data dataengineering docker grafana kubernetes llm-agent mlops-workflow rag strreamlit
Last synced: 14 Feb 2026
https://github.com/newking9088/real_estate_cost_estimation_and_property_recommendation
We've developed an intelligent real estate recommendation engine that achieves 95% accuracy in price predictions while personalizing property suggestions to individual preferences. By implementing the KNN algorithm, our system analyzes thousands of historical transactions to determine recommendation properties
automated-machine-learning descriptive-analysis descriptive-statistics mlops-workflow predictive-modeling recommender-system
Last synced: 21 Apr 2025
https://github.com/ssandra102/car_sales_data_science_workflow
End to End Data science workflow for Car Price prediction
dagshub data-science mlflow mlflow-sklearn mlops-workflow
Last synced: 15 May 2026
https://github.com/rahimizadeh/prediction-api-with-flask-and-mlflow
An end-to-end machine learning project demonstrating model lifecycle management with MLflow and production deployment using Flask.
flask machine-learning mlflow mlops-workflow python random-forest-regression rest-api scikit-learn
Last synced: 13 Apr 2026
https://github.com/robinmillford/reddit-content-classifier
This repository contains the source code for a complete, end-to-end MLOps project that automatically trains, evaluates, and deploys a machine learning model to classify Reddit content as Safe-For-Work (SFW) or Not-Safe-For-Work (NSFW).
content-classification end-to-end-machine-learning mlops-project mlops-workflow nsfw reddit-api
Last synced: 07 Sep 2025
https://github.com/suraj-kumar00/mlops-for-devops-engineer
MLOps For DevOps Engineer
airflow cicd devops docker github-actions kubeflow kubernetes machine-learning mlflow mlops mlops-pipeline mlops-project mlops-workflow
Last synced: 09 Oct 2025
https://github.com/jbris/tidymodels-mlflow-targets-docker
Run tidyverse, tidymodels, targets, carrier, and MLFlow within Docker
carrier docker docker-compose docker-image machine-learning mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow r rlang rlanguage statistics targets targets-pipeline tidymodels tidyverse
Last synced: 14 Apr 2026
https://github.com/anas727189/automl-mlops
AutoML-MLOps is a comprehensive platform that simplifies the machine learning workflow by automating model development, training, and deployment. With features like real-time dashboards, interactive data visualization, and automated target selection, it enables both beginners and experienced data scientists to save time and improve model accuracy.
ag-grid-react automl graphana h2oai ml mlops mlops-workflow model-training-and-evaluation nextjs nodejs python python3 reactjs recharts-js shadcn-ui tailwindcss typescript
Last synced: 06 Apr 2026
https://github.com/samdewriter/abhypothesistesting-adcampaignperformance
The focus of the project is A/B testing. A/B testing is a user experience research methodolgy. In this project, we used the data provided by Smart Ad to carry out A/B testing to analyse how customers engaged with an advert released by the company.
ab-testing analytics machine-learning mlops-workflow
Last synced: 28 Oct 2025
https://github.com/jbris/time-series-airflow-kafka-spark
A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.
airflow airflow-dags bentoml bentoml-service kafka kafka-consumer kafka-producer kafka-streams minio mlflow mlflow-tracking-server mlops mlops-workflow online-learning spark spark-sql spark-streaming time-series time-series-analysis time-series-forecasting
Last synced: 16 Apr 2026
https://github.com/eziodevio/mlops-heart-disease-model
This project showcases the concept of MLOps using a CI/CD pipeline, from gathering data, splitting the data, training the model, to building and deploying an application that provides predictions.
flask-application machine-learning mlops mlops-ci-cd mlops-workflow
Last synced: 16 Apr 2026
https://github.com/blacksujit/shikshamitra
Shiksha Mitra is an innovative MVP designed to reshape the way students learn through gamification. Our platform transforms the traditional approach to education by making learning engaging, interactive, and rewarding. As an MVP, Shiksha Mitra focuses on delivering core features that showcase the value of gamified learning,
ai data gamified-learning hackathon lms ml mlflow mlops mlops-workflow mvp pipeline platforn
Last synced: 28 Feb 2026
https://github.com/pyladiesams/mlops-event-feb2023
MLOps talks - joint effort with Amsterdam MLOps.community
mlops mlops-community mlops-team mlops-template mlops-workflow
Last synced: 19 Mar 2026
https://github.com/microsoftcloudessentials-learninghub/genaiopsmaturitylevels
This demonstrates how to manage LLMs using Microsoft Azure GenAIOps. For official guidance, support, or more detailed information, please refer to Microsoft's official documentation or contact Microsoft directly.
ai ai-use-cases-strategy azure-ai genaiops llm maturity-development maturity-model mlops mlops-workflow ops
Last synced: 03 Mar 2026
https://github.com/jbris/seldon-testing
Testing MLServer and Alibi
alibi alibi-detect alibi-explain drift-detection interpretable-machine-learning mlops mlops-project mlops-workflow mlserver model-deployment outlier-detection pyro sklearn xgboost
Last synced: 17 Apr 2026
https://github.com/waddafunk/containerized_ml
Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask
mlops mlops-community mlops-workflow tensorflow
Last synced: 18 Apr 2026
https://github.com/vishnikhil01/us_visa_approval_prediction
An end-to-end machine learning project to predict US visa approval status using real-time data. The project streamlines the screening of over 2 million visa applications for the OFLC by automating workflows with MLOps practices. It features data ingestion, EDA, feature engineering, model training (KNN, XGBoost, Random Forest)
aws-ec2 docker eda machine-learning mlops mlops-workflow
Last synced: 25 Apr 2026
https://github.com/jbris/flyte-testing
Testing flyte
flyte flyte-machine-learning flyte-workflow flytekit-python machine-learning mlops mlops-environment mlops-project mlops-workflow
Last synced: 01 May 2026
https://github.com/jbris/kedro-testing
Testing Kedro
kedro kedro-catalog kedro-hook kedro-plugin kedro-tutorial machine-learning machine-learning-models mlops mlops-environment mlops-project mlops-workflow
Last synced: 06 May 2026
https://github.com/jbris/mlflow-bentoml-integration
Testing the integration of MLFlow and BentoML
bentoml bentoml-service boto3 botocore devops docker docker-compose hydra hydra-core minio minio-server mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow s3 s3-bucket
Last synced: 08 May 2026
https://github.com/abbaszaidi123/fake-news-detection
ai computer mlops mlops-workflow python testing visiion
Last synced: 06 Jul 2025
https://github.com/ak-pydev/python_practice
Documenting my learning journey from python -> ML -> DL -> LLM/GenAI -> Agents exercises solved daily from Udemy/Kaggle/YouTube.
data-analysis data-science feature-engineering llms machine-learning mlflow mlops-workflow modeling python3 streamlit uvicorn
Last synced: 20 Apr 2026
https://github.com/harshgeek4coder/workspace_labs
Workspace_Labs - ML Ops Inspired Lite Web Application
mlops-workflow pyrebase real-time-tracking workspaces
Last synced: 20 Jan 2026
https://github.com/j0hn-b/hera_argo
Hera is a Python framework for constructing and submitting Argo Workflows.
argo-workflows devbox developer-tools hera kubernetes machine-learning mlops mlops-workflow nixos nixpkgs python
Last synced: 13 Apr 2026
https://github.com/peeti-sriwongsanguan/cicd-mlops-timeseries-walmart
END-to-END MLOps CICD pipeline using MLflow for model tracking and experimenting and Amazon S3 for storing model artifacts.
arima-model ci-cd end-to-end-testing lstm-neural-networks mlops-workflow sarima-model xgboost-model
Last synced: 06 Jun 2026
https://github.com/arthurcornelio88/dataops_pipeline
⚙️ Data Engineering pipeline for the MLOps workflow. Automates ETL and feature engineering with Airflow on GCP/BigQuery.
airflow bigquery data-engineering dataops gcp mlops mlops-workflow
Last synced: 05 Oct 2025
https://github.com/siddhantprateek/bitrac-rag
This is a production-ready applications using RAG-based Language Model.
llm mlops mlops-workflow rag rag-pipeline
Last synced: 10 Apr 2025
https://github.com/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
Last synced: 09 May 2026
https://github.com/jhaayush2004/churncast
Fusion of deep Data Science, Machine Learning and MLOps...
aws data-analysis data-science data-visualization deep-neural-networks docker machine-learning mlops-workflow
Last synced: 09 Oct 2025
https://github.com/dona-eric/demande-energetique
Données annuelles sur l'électricité Les dernières données annuelles d'Ember sur la production d'électricité, la capacité, les émissions et la demande dans plus de 200 zones géographiques.Electricity domestic consumption Global electricity consumption, spurred by China and India, grew by 2.6% in 2023.
africa data-science demande-energie electricity energy-consumption energy-data energy-management mlops-project mlops-workflow
Last synced: 23 Feb 2026
https://github.com/cr21/docker-inference-pytorch
Docker Image Build optimization
docker mlops mlops-workflow pytorch
Last synced: 01 May 2026
https://github.com/victoralfred/whatifd
whatif is an open experiment runner for LLM behavior changes. whatif forks production traces, replays them with a proposed change (cached tool outputs preserve safety), scores the diff, and emits a PR-ready verdict report
ai aiops genai llm llm-observability llmops llms mlops mlops-workflow open-source prompt-engineering
Last synced: 18 May 2026
https://github.com/moenick1/fake-news-detection
ai computer mlops mlops-workflow python testing visiion
Last synced: 11 May 2026
https://github.com/jagtaprathmesh19/credit-card-default-prediction-ml-project
Complete Machine learning python flask application for credit Card default Prediction. Features with modular, functional, and object oriented programming.
aws aws-ec2 flask flask-application html-css-javascript mlops mlops-workflow python software-architecture software-development website
Last synced: 11 Apr 2026
https://github.com/nsgowebjavaprog/github-action-with-cicd-pipeline---mlops
GitHub Actions is a continuous integration and continuous delivery [CI/CD] platform that allows you to automate your build, test, and deployment pipeline. You can create workflows that build and test every pull request to your repository, or deploy merged pull requests to production.
ci-cd mlops mlops-environment mlops-workflow more python3 testing-tool yml-files
Last synced: 19 Jul 2025
https://github.com/fosetorico/tomato_disease_classification
End-to-End Project for the Classification of Tomato Blight Disease using cutting-edge convolution neural networks (CNN) and leveraging the power of VGG19 model as a transfer model.
cicd cnn-classification computer-vision convolutional-neural-networks deep-learning docker dvc-pipeline flask keras mlops-workflow python3 tensorflow transfer-learning vgg19
Last synced: 07 Apr 2026
https://github.com/newking9088/case_study_ml_predictive_modeling
A comprehensive case study on implementing predictive modeling in insurance
ab-testing bagging-ensemble boosting-tree feature-selection glm insurance machine-learning mlops-workflow model-monitoring modeldeployment modelvalidation regulatory-compliance risk-analysis
Last synced: 10 Feb 2026
https://github.com/abhi227070/cicd-model-deployement-aws
A FastAPI service that predicts restaurant tips using a machine learning model. Deployed on AWS EC2 with Docker and CI/CD via GitHub Actions.
aws awsec2 cicd fastapi machine-learning machine-learning-algorithms mlops mlops-project mlops-template mlops-workflow python rest-api
Last synced: 02 May 2026
https://github.com/cr21/docker-training-pytorch
Docker-Compose Pytorch Training
docker docker-compose mlops mlops-workflow pytorch
Last synced: 04 May 2026
https://github.com/peeti-sriwongsanguan/mlops-timeseries-walmart
An end-to-end machine learning (mlops) project using walmart dataset
docker mac macine-learning mlops-workflow silicon time-series-analysis walmart
Last synced: 05 May 2026
https://github.com/noorulhudaajmal/price-predictor
End-to-end house price prediction project using MLOps
house-price-prediction mlflow mlops mlops-workflow
Last synced: 03 Apr 2025
https://github.com/essogbe/hackathon-ai4ckd
AI-powered system for predicting chronic kidney disease stages from clinical data, with model monitoring, explainability, and a FastAPI interface.
ci-cd cloudrun fastapi machine-learning medicare mlflow mlops-workflow
Last synced: 16 May 2026
https://github.com/sudhanshugulhane/smoking-history-predictor
An end-to-end MLOps pipeline for predicting smoking history using medical data. Built with PyTorch for deep learning, Flask for API deployment, and Docker & Azure for cloud deployment. Features include automated data preprocessing, containerization, CI/CD with GitHub Actions, and cloud hosting on Azure Container Instances (ACI).
flask-application mlops mlops-workflow neural-networks
Last synced: 17 Mar 2025
https://github.com/mwasifanwar/automl_framework
Comprehensive AutoML framework that automates data preprocessing, feature engineering, model selection, hyperparameter tuning, and deployment. Features neural architecture search and automated data cleaning pipelines.
automl automl-algorithms data-science data-science-projects feature-engineering feature-engineering-algorithm feature-engineering-ml hyperparameter-optimization machine-learning machine-learning-algorithms machine-learning-models mlops mlops-workflow python scikit-learn scikit-learn-python
Last synced: 07 May 2026
https://github.com/fahmiaziz98/machine_learning
Machine Learning and NLP learning progress
classification gcp mle-pipelines mlops-workflow nlp-machine-learning regression-models vertex-ai
Last synced: 14 Mar 2025
https://github.com/sayamalt/airline-passenger-satisfaction-classification
Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.
azure-web-app-service ci-cd-pipeline classification docker-container dvc-pipeline experiment-tracking exploratory-data-analysis feature-engineering github-actions hyperparameter-tuning machine-learning mlflow mlflow-tracking mlops-workflow model-registry model-training-and-evaluation model-versioning optuna scikit-learn
Last synced: 16 Apr 2026
https://github.com/coretex-ai/coretex-vscode-extension
Coretex extension for VS Code, facilitating easier dev workflow by automating MLOps directly in your favorite IDE.
artificial-intelligence data-engineering data-science machine-learning ml mlops mlops-environment mlops-workflow
Last synced: 18 Jan 2026
https://github.com/cr21/dvc-pytorch-lightning-mlops
Data Version Control (DVC) , Hydra, Pytorch Lightning Integration MLOPS
cicd data-version-control dvc hydra mlops-workflow pytorch-lightning
Last synced: 04 Apr 2025
https://github.com/itrauco/mlops-cli
MLOps CLI
gcp google-cloud machine-learning mlops mlops-workflow
Last synced: 21 Aug 2025
https://github.com/adilsaid64/real-time-data-monitoring
Exploring what a real-time data drift monitoring solution could look like within MLOps
data datadrift grafana machine-learning mlops mlops-workflow prometheus python software-engineering
Last synced: 04 Aug 2025
https://github.com/0upjh80d/mlops-project-template
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-environment mlops-project mlops-template mlops-workflow
Last synced: 12 Jun 2026
https://github.com/moizeali/student-exam-performance-predictor
An End-to-End MLOps implementation for predicting student exam performance using machine learning. Features automated pipelines for data ingestion, model training, and a Flask-based web interface for predictions.
data-science flask machine-learning mlops mlops-workflow prediction-model python vercel vercel-deployment
Last synced: 10 Feb 2026
https://github.com/mariostacksnqueues/us-collisions-2016-2023-forecasting-collision-trends
Time-series forecasting of US traffic accidents (7.7M rows) with deep learning
deep-learning forecasting kaggle mlops-workflow pytorch streamlit time-series
Last synced: 11 Apr 2026
https://github.com/gurupatil0003/algorithm
Clustering techniques like K-Means, EM Algorithm, and Apriori are widely used in data analysis for various purposes. K-Means is commonly used for customer segmentation, where it groups customers with similar behaviors or characteristics.
github ml mlops-workflow mongodb
Last synced: 04 Feb 2026
https://github.com/0upjh80d/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-environment mlops-project mlops-template mlops-workflow
Last synced: 21 May 2026
https://github.com/0upjh80d/mlops-templates
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-environment mlops-project mlops-template mlops-workflow
Last synced: 19 May 2026