Data Analytics & AI

Unify Analytics and AI for Faster Insight at Scale

Build end-to-end AI-based data analytics solutions in an integrated, scalable, and high-performance infrastructure. Consolidate data ingestion, storage, preparation, processing, as well as AI model training and serving in a single, modern environment that uses open source software technologies and tools, optimized by Intel.




Write deep learning applications as standard Apache Spark* programs, which can directly run on top of existing Spark or Hadoop* clusters. BigDL has similar features to major industry frameworks and is highly optimized for Intel architecture. 

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Analytics Zoo

This unified analytics and AI open source platform seamlessly unites Apache Spark*, TensorFlow*, Keras*, BigDL, and other future frameworks into an integrated data pipeline. It scales AI models to big data clusters with thousands of nodes for distributed training or inference.

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Hands-On Training

Watch this video tutorial to get started with BigDL and deploy it as a Docker* container or a virtual machine.

Cray* on BigDL

Learn more about how Cray* is using BigDL with Urika*-XC for large-scale model training.