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Applied Generative AI for Data Scientists Training Day 1
Kick off Day 1 of our "Applied Generative AI for Data Scientists" intensive training. This session moves beyond the hype to focus on the practical deployment and integration of Large Language Models (LLMs) within specialized ecosystems.
What we cover in this session:
- Introduction & Intro to Medical LMs: Navigating the John Snow Labs ecosystem and benchmarking medical vs. general-purpose LLMs.
- Deploy LLMs as Private Endpoints: Step-by-step hands-on deployment on SageMaker, Azure, Databricks, Snowflake, and OCI.
- Gen AI Lab (Part 1): Managing annotation projects and building custom taxonomies with LLM-assisted pre-annotation.
- Gen AI Lab (Part 2): Analytics and HIPAA-compliant human-in-the-loop validation workflows.
