Session

Build and Deploy Fine-Tuned Models on Mosaic AI

Overview

ExperienceIn Person
TypeBreakout
TrackArtificial Intelligence
IndustryEnterprise Technology
TechnologiesMLFlow, Mosaic AI
Skill LevelIntermediate
Duration40 min

Want to create AI models that truly understand your business? This session shows you how to customize foundation models for your specific needs using Databricks' Mosaic AI Model Training. We'll walk through the complete process of taking open-source models and fine-tuning them with your enterprise data to create specialized solutions that outperform generic alternatives.

 

Key takeaways:

  • Creating cost-effective custom models with domain-specific accuracy
  • Selecting the right fine-tuning approach for your specific use cases
  • Deploying models with one-click using Mosaic AI Model Serving
  • Implementing evaluation strategies to measure quality improvements
  • Ensuring data security and governance throughout the process

 

Whether you're looking to enhance customer interactions or extract insights from specialized content, you'll leave with practical knowledge to build AI models that speak your business language.

Session Speakers

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IMAGE COMING SOON

Nancy Hung

/Sr Software Engineer
Databricks