There have been many advances in software tools for machine learning and data analytics. We will explore and list them here. In addition we are seeing an increasing stack of open source tools for managing big data on cloud and HPC systems.
- Machine learning tools applied to scientific data.
- Streaming data technology
- Cloud cluster management technology