Transactional data can now be automatically surfaced as Resilient Distributed Datasets (RDDs) or data frames to make training data for machine learning algorithms readily available, using the InsightEdge platform from GigaSpaces Technologies, an Intel® AI Builders member.
Leveraging Apache Spark* as the analytics tier, InsightEdge enables a continuous learning approach for calibrating statistical, analytical, and predictive models for deploying more accurate models into production. Designed to support high-throughput transactional applications InsightEdge also supports real-time analytics applications such as streaming and machine learning.
InsightEdge is among the featured technology demos at the Jan. 23 Intel® AI DevCon 2019. Connect with the top minds in data science, machine and deep learning, app development and research at the International Congress Center in Munich.
Tal Doron, Director, Solution Architecture for GigaSpaces, will discuss “How to Operationalize AI for Instant Business Impact with BigDL” as part of the business track at the all-day event.
An Array of Benefits from InsightEdge BigDL Integration
Besides its advantages in making training data more readily available, InsightEdge further simplifies machine learning deployment through its integration with BigDL, an open-source deep learning library for Apache Spark. This combined solution offers a distributed framework for deep learning, emulating how the human mind learns – the more data fed to the machine, the better it is at intuitively understanding its meaning.
BigDL eliminates the need for dense, specialized hardware for deep learning. It delivers a low-cost computing infrastructure that uses Intel® Xeon® Scalable processors to train and run large-scale deep learning workloads without relying on GPUs.
Stop by to see Intel® AI Builders member GigaSpaces and their impactful natural language processing (NLP) demo of a call center scenario.
Topic: “How to Operationalize AI for Instant Business Impact with BigDL”
Speaker: Tal Doron, Director, Solution Architecture, GigaSpaces Technologies
Event: EMEA Intel® AI DevCon 2019
Venue: International Congress Center, Munich, Germany
Time: Jan. 23, 2019 @ 13:25 CET