https://github.com/f-kuzey-edes-huyal/steam-sale-optimizer

An MLOps pipeline for optimizing game discount strategies using Steam reviews, tags, and competitor pricing. Designed for data-driven revenue maximization in the gaming industry.

apache-airflow azure ci-cd evidently game-pricing grafana-dashboard mlflow mlops postgresql steam terraform web-scraping

Last synced: 24 Apr 2026

https://github.com/abdallaabker/mlops_canadian_forest_fire_prediction

MLOps Zoomcamp Project

azure-cloud evidently fastapi grafana mlflow prefect

Last synced: 05 Jan 2026

https://github.com/michimani/evidently-local

This is a simple http server to manage feature flags, compatible with Amazon CloudWatch Evidently.

aws evidently

Last synced: 10 Mar 2026

https://github.com/pyladiesams/model-drift-beginner-dec2022

Learn how to handle model drift and perform test-based model monitoring

cd4ml data-drift evidently mlops model-drift model-monitoring python target-drift workshop

Last synced: 15 May 2026

https://github.com/blaz-cerpnjak/traffic-flow-prediction

🌎 🚙📚 Predicting travel times and traffic density on a highway in Slovenia

evidently gru lstm machine-learning mlflow-tracking onnx onnx-models onnxruntime recurrent-neural-networks traffic-flow-prediction traffic-prediction travel-time-prediction

Last synced: 16 Mar 2025

https://github.com/khadkarajesh/wine-prediction

White and Red Wine classification using logistic regression

airflow airflow-dags classification classification-algorithm data-science dataingestion evidently flask logistic-regression logistic-regression-algorithm machine-learning machine-learning-pipeline mlflow numpy pandas pipeline postgresql python scikit-learn supervised-learning

Last synced: 08 Apr 2026

https://github.com/md-emon-hasan/evidently-ai

Evidently AI in tracking, analyzing, and visualizing machine learning model performance and data drift ensure their reliability over time.

evidently evidentlyai model-evaluation model-monitoring monitoring-tool tracking tracking-system

Last synced: 17 Aug 2025

https://github.com/omar-karimov/ai4renewals-gendes

This project adopts a modular Python architecture within an MLOps framework to enhance subscription renewal predictions, utilizing FastAPI and MongoDB with AWS integration (S3, ECR, EC2). Docker ensures seamless deployment, and GitHub Actions automate the CI/CD workflows. Evidently AI monitors drift to guarantee predictive accuracy and reliability.

api aws deployment docker drift-detection ec2 ecr evidently fastapi github-actions mangodb mlops modularization pipeline s3 scikit-learn workflow yaml-configuration

Last synced: 15 Apr 2026

https://github.com/jbris/python_data_profiler_comparison

Comparison between several Python data profile libraries.

automl deepchecks evidently evidentlyai reporting reporting-tool scikit-learn scklearn why ydata ydata-profiling

Last synced: 02 Mar 2025

https://github.com/malleswarigelli/us_visa_approval_prediction

Build End to End ML pipeline for USVisa prediction, deploy web App to AWS Ec2 instance using Docker, CI/CD with github actions

ci-cd deployment docker ec2-instance ecr-registry evidently machine-learning-algorithms modularity mongodb pipeline python s3-bucket

Last synced: 13 Apr 2026

https://github.com/celineboutinon/credit-scoring

Source code for OpenClassrooms - Data Scientist Project 7 - Implement a Scoring Model

drift-detection evidently fraud-detection imbalanced-classification lightgbm mlflow mlflow-model pyfunc sklearn smote-oversampler streamlit xgboost-classifier

Last synced: 06 May 2026

https://github.com/quicksilvershanks/reviewsentinel

A machine learning-driven project designed to detect and flag computer-generated or fake product reviews, ensuring authentic customer feedback and maintaining the integrity of online reviews.

docker evidently mlflow mlops orchestration-framework

Last synced: 04 Apr 2025

https://github.com/capac/higher-education-students-performance-evaluation

Machine learning project for evaluating higher education student performance

docker evidently grafana mlflow postgresql prefect python scikit-learn xgboost

Last synced: 09 Apr 2026

https://github.com/ivangolt/mlops_flask_mlflow_grafana_streamlit_aws

This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.

aws evidently flask mlflow s3-bucket streamlit

Last synced: 20 Jan 2026

https://github.com/paultongyoo/churn-model-evaluation-platform

Capstone Project for DataTalks.club MLOps Zoomcamp Certification

aws aws-ecr aws-lambda aws-rds aws-s3 aws-sns confusion-matrix datatalksclub eda evidently exploratory-data-analysis grafana iac-terraform infrastructure-as-code machine-learning mlflow mlops prefect shap terraform

Last synced: 05 May 2026

https://github.com/michimani/evidently-sushi

Sample for creating a CloudWatch Evidently project

cloudformation cloudwatch evidently

Last synced: 04 Oct 2025

https://github.com/gana36/credit-card-fraud-detection

Production MLOps pipeline for fraud detection with automated testing, monitoring, and zero-downtime deployments

docker evidently fastapi fraud-detection grafana machine-learning mlflow mlops postgresql prometheus scikit-learn

Last synced: 10 Apr 2026

https://github.com/weonlyliveonce13/mlops-zoomcamp

Codes and notes on Productionizing Machine Learning Services: experiment tracking (Mlflow), orchestration(Mage, Prefect), deployment(AWS kinesis, lambda, flask ), monitoring (Grafana, Evidently, Prefect), containerize (docker, K8S), CI/CD (Github actions)

evidently flask grafana mage mlflow mlops mongodb prefect prometheus

Last synced: 30 Jan 2026

https://github.com/a920604a/mlops-zoomcamp-2025

airflow evidently grafana perfect

Last synced: 24 Apr 2026