khuyentran1401 / cicd-mlops-demo
Demo for CI/CD in a machine learning project
β104Updated last year
Alternatives and similar repositories for cicd-mlops-demo:
Users that are interested in cicd-mlops-demo are comparing it to the libraries listed below
- An end-to-end project on customer segmentationβ81Updated 2 years ago
- Demo for Using GitHub Actions in MLOpsβ40Updated 2 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax π and Hopsworks Feature Store.β134Updated last year
- Tutorials on creating a reproducible and maintainable data science projectβ143Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packtβ159Updated last year
- Example machine learning pipeline with MLflow and Hydraβ88Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor dataβ22Updated 2 years ago
- β31Updated last year
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlitβ127Updated 11 months ago
- Demo Computer Vision Projectβ61Updated 2 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.β37Updated last year
- Example project with a CNN to train a PokΓ©mon type classifier, adapted for DTC workshopβ34Updated last year
- Slides for "Feature engineering for time series forecasting" talkβ59Updated 2 years ago
- Tutorials/use cases of using Prefect in an ML project.β41Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.β86Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β48Updated 3 years ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productioβ¦β80Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applicationsβ103Updated last year
- β22Updated 2 years ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflowβ62Updated last year
- Repository for the book Simplifying Machine Learning with PyCaret.β65Updated 2 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcampβ61Updated 6 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.β213Updated 2 years ago
- MLOps maturity assessmentβ61Updated last year
- β38Updated 2 years ago
- β14Updated last year
- The getting started notebook for the DTC Zoomcamp Q&A challengeβ29Updated last year
- An example MLFlow projectβ48Updated 3 months ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlitβ82Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.β83Updated 2 years ago