What Is Open Data Hub
Open Data Hub (ODH) is an open source project based on Kubeflow that provides open source AI tools for running large and distributed AI workloads on OpenShift Container Platform. Currently, the Open Data Hub project provides open source tools for data storage, distributed AI and Machine Learning (ML) workflows, Jupyter Notebook development environment and monitoring. The Open Data Hub project roadmap offers a view on new tools and integration the project developers are planning to add.
AI Library is also an open source project initiated by Red Hat AI Center of Excellence team as an effort to provide ML models as a service on OpenShift Container Platform. The development of these models as services is a community driven open source project to make AI/ML models more accessible.
Open Data Hub includes several open source components which cna be individially enabled. They include:
- Apache Airflow
- Apache Kafka
- Apache Spark
- Apache Superset