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Title & Speakers	Event
How and why we upgraded and tuned the ML training platform to a scalable system to streamline ML development at Grammarly. 2024-04-09 · 19:00 Pavlo Skliar – Technical Lead @ Grammarly Discussion on upgrading and tuning Grammarly's ML training platform to a scalable system. Topics include moving away from a custom architecture due to hardware shortages, key requirements and architectural challenges, MLOps best practices for scalability, and lessons learned from transitioning from a single-region AWS setup to a cross-region, multi-cloud cluster compute deployment. AWS MLOps	Transforming ML Training Infrastructure at Grammarly

Title & Speakers

Event

How and why we upgraded and tuned the ML training platform to a scalable system to streamline ML development at Grammarly. 2024-04-09 · 19:00

Pavlo Skliar – Technical Lead @ Grammarly

Discussion on upgrading and tuning Grammarly's ML training platform to a scalable system. Topics include moving away from a custom architecture due to hardware shortages, key requirements and architectural challenges, MLOps best practices for scalability, and lessons learned from transitioning from a single-region AWS setup to a cross-region, multi-cloud cluster compute deployment.

AWS MLOps

Transforming ML Training Infrastructure at Grammarly

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