10 skills found
paiml / Practical Mlops Book[Book-2021] Practical MLOps O'Reilly Book
solygambas / Mlops ProjectsHands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.
NimbleBoxAI / NboxThe official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
nsakki55 / Aws Mlops HandsonThis repository provides a comprehensive ML infrastructure for CTR prediction, focusing on AWS services and offering practical learning experience for MLOps.
mlopscommunity / Reading Group Practical MLOpsMLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Deza
MuhammedSinanHQ / Predictive Maintenance MlopsAn end-to-end predictive maintenance project built on the NASA CMAPSS turbofan dataset. Includes data preprocessing, feature engineering, model training, evaluation, and a production-ready FastAPI inference service. Designed to demonstrate practical ML and MLOps skills through a real, working workflow.
ProtossDragoon / Practical Mlops📚 O'Reilly 『MLOps 실전 가이드』 소스코드 길라잡이
matgonz / Practical Mlops[📚💻] Notes, code examples and exercises based on the book Practical MLOps - Operationalizing Machine Learning Models by Noah Gift & Alfredo Deza
iQuantC / FeatureStore With Feast RedisIn this project, we build a practical MLOps project that demonstrates a local feature store with Parquet file offline feature store and Redis online feature store to serve features for the training of a Machine Learning model and for Inferencing
iQuantC / ML Drift Detection Monitoring SystemIn this project, we give a practical, end-to-end MLOps project that detects data / concept drift, exports drift metrics to Prometheus, visualizes & alerts in Grafana, Alertmanager, and Slack.
