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.

Overview

Framework

BIGDL

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. 

Learn More

Toolkit

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.

Learn More

Latest

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.