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Home > Data Brew by Databricks > Secret to Production AI: Tools & Infrastructure | Data Brew | Episode 37
Podcast: Data Brew by Databricks
Episode:

Secret to Production AI: Tools & Infrastructure | Data Brew | Episode 37
Category: Technology
Duration: 00:37:14
Publish Date: 2025-01-22 15:00:00
Description:

In this episode, Julia Neagu, CEO & co-founder of Quotient AI, explores the challenges of deploying Generative AI and LLMs, focusing on model evaluation, human-in-the-loop systems, and iterative development.

Highlights include:
- Merging reinforcement learning and unsupervised learning for real-time AI optimization.
- Reducing bias in machine learning with fairness and ethical considerations.
- Lessons from large-scale AI deployments on scalability and feedback loops.
- Automating workflows with AI through successful business examples.
- Best practices for managing AI pipelines, from data collection to validation.
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