Weka & Valohai - Managed Machine Learning Platform
Better together, Weka and Valohai deliver a production-ready HPC storage solution where the entire AI data pipeline workflow, from data ingestion to batch feature extraction, training, hyperparameter optimizations, and finally to inference and versioning, can be run on the same HPC storage platform, whether running on-premises, the public cloud, or as hybrid cloud.
" New workloads are driving the need for modern foundational architectures, and the recently launched Weka AI offers a transformative solution framework for Accelerated DataOps,"said Shailesh Manjrekar, head of AI and strategic alliances at Weka." Our partnership with Valohai and our integration with its Deep Learning Pipeline Management tools Expand Weka AI's capabilities to offer explainable AI (XAI). This is a critical factor for use cases with a social impact, including autonomous driving, healthcare, and genomics.
Weka AI, with Valohai DLMS, enables hybrid workflows, where data scientist can employ Jupiter Notebook or the Valohai GUI, either on-premise or on AWS, todo data transformation, model training, hyperparameter optimization, and inference in a Kubernetes- orchestrated environment.