engblogs

Exploring the mechanics and formation of English questions in a comprehensive guide.

Defining customized permissions quickly and easily with Amazon SageMaker Role Manager using the AWS CDK for machine learning administrators to ensure user security

LLMs high priority for enterprise data science, but concerns remain

Preference learning with automated feedback for cache eviction is a technical blogpost that introduces the HALP framework, a scalable cache eviction framework based on learned rewards and preference learning with automated feedback. The framework improves infrastructure efficiency and user video playback latency for YouTube's content delivery network.

Building governed pipelines using Delta Live Tables and Unity Catalog support.

A collaborative post from Databricks and Microsoft Azure featuring Rajeev Jain, Senior Product Marketing Manager at Microsoft, discussing the Data + AI Summit 2023 and its involvement with Akamai, Providence Health Services, ABN Amro, Bradesco, and the Department of Veterans Affairs.

A collaborative post from Databricks and AWS discussing the Data + AI Summit 2023 featuring Labcorp, Conde Nast, Grammarly, Vizio, NTT Data, Impetus, Amgen, and YipitData.

The blogpost discusses the four key tenets of a successful data and AI business within the context of Databricks' mission to democratize access to data analytics and AI.

Exploring the vital role and responsibilities of cybersecurity professionals in protecting against cyberattacks.

The blogpost discusses the high priority of large language models (LLMs) for enterprise data science and the remaining concerns, especially regarding the fine-tuning of LLMs on proprietary data.

Preference learning with automated feedback for cache eviction using the HALP framework, a meta-algorithm that combines a learned reward model with a fast heuristic to improve cache performance and user experience in YouTube's content delivery network.

Deploy a serverless ML inference endpoint of large language models using FastAPI, AWS Lambda, and AWS CDK.