Tutorials#
Explore OctaiPipe’s key functionalities through comprehensive, end-to-end examples.
Enablement Tutorial#
The Tutorials folder includes an Enablement subfolder, containing step-by-step guides for developing, testing, and deploying ML/FL pipelines with OctaiPipe.
Additional Jupyter Notebooks#
Access these tutorials in the Tutorials folder on your OctaiPipe Jupyter server:
- Tutorial - From training to inference - Classification
- Tutorial - From training to inference - Remaining Useful Life
- Tutorial - Using MLOps global and local policies
- Tutorial - Federated Learning Anomaly Detection
- Tutorial - Running FL XGBoost with OctaiPipe
- Tutorial - Adversarial Fortification for FL XGBoost
- Tutorial - Federated Cluster Detection with k-FED
- Tutorial - Deploying Image based Inference to an Android Handset