Streamline End-to-End AI Pipelines | Intel® On | Intel Software
9Meena Arunachalam of Intel®, Dr. Mike Flaxman of HEAVY.AI™ (formerly OmniSci®), and Skip Dupree of Databricks® partner to show and explain how Intel has helped facilitate end-to-end performance improvements for the AI application development pipeline.
AI application development requires iterating and experimenting with large data sets and workloads. Intel® partners with HEAVY.AI™ (formerly OmniSci®) and Databricks® to deliver a high-performance end-to-end ecosystem spanning data loading and pre-processing, creation of machine learning and deep learning models, and deployment.
Learn from Meena Arunachalam of Intel, Dr. Mike Flaxman of HEAVY.AI, and Skip Dupree of Databricks, as they describe how Intel has helped optimize all aspects of end-to-end AI application development on 2nd Gen Intel Xeon® scalable processors. Topics include:
• Intel: delivering software built on open standards and a unified programming model
• HEAVY.AI: partnering with Intel to make big data interactive
• Databricks: partnering with Intel to speed analytics and AI model development
• End-to-end performance improvement metrics for 50-year US census dataset and document-level sentiment analysis (DLSA)
These performance improvements enable you to perform more experimentation and converge on better models more quickly.
Intel AI Analytics Toolkit: https://intel.ly/3xh2Shw
Intel Optimized ML Libraries on Azure Databricks: https://intel.ly/3O38brA
Unify Data Science with Traditional Analytics on Modern Hardware: https://intel.ly/39g3EDF
The Intel® Developer Zone encourages and supports software developers developing applications for Intel hardware and software products. The Intel Software YouTube channel is a place to learn tips and tricks, get the latest news, and watch product demos from Intel and our many partners across multiple fields. You'll find videos covering the topics listed below, and to learn more, you can follow the links provided!
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Streamline End-to-End AI Pipelines | Intel® On | Intel Software