evidentlyai / ml_observability_courseLinks
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
☆98Updated last year
Alternatives and similar repositories for ml_observability_course
Users that are interested in ml_observability_course are comparing it to the libraries listed below
Sorting:
- MLOps maturity assessment☆61Updated 2 years ago
- Start building and deploying Python packages and Docker images for MLOps tasks.☆427Updated 9 months ago
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆613Updated 2 months ago
- A repository for all ZenML projects that are specific production use-cases.☆287Updated 3 months ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆64Updated last year
- mlops template☆313Updated 10 months ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆169Updated last year
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆78Updated last year
- Engineering MLOps, published by Packt☆190Updated 3 weeks ago
- Repository with code examples of mlflow☆227Updated 3 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- Incremental ML learning in the real-world☆69Updated 9 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated 3 weeks ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆57Updated 2 months ago
- Demo for CI/CD in a machine learning project☆115Updated 2 years ago
- Tutorials for the Hopsworks Platform☆307Updated last month
- Machine Learning for Imbalanced Data, published by Packt☆277Updated 3 weeks ago
- Reference code base for ML Engineering, Manning Publications☆132Updated 4 years ago
- Chat with your own data - LLM+RAG workshop☆202Updated last year
- Basic and advanced MLflow examples for many ML flavors☆240Updated last year
- Examples of using Evidently to evaluate, test and monitor ML models.☆43Updated last week
- Tutorials on creating a reproducible and maintainable data science project☆150Updated 3 years ago
- Demo Computer Vision Project☆65Updated 2 years ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆231Updated 3 years ago
- Project bike sharing predictor☆79Updated 3 months ago
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆129Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆103Updated 2 years ago
- Educational materials on deep learning by Weights & Biases☆644Updated 10 months ago
- Code files for advanced LLM Course☆215Updated last year