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Rapid LLM Prototyping with OpenAI, Databricks, and Streamlit

Offered By: Databricks via YouTube

Tags

Streamlit Courses Data Visualization Courses SQL Courses Chatbot Courses Databricks Courses Asset Management Courses OpenAI Courses

Course Description

Overview

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Explore a 35-minute conference talk by Alexandra Diem, Head of AI & MLOps at Gjensidige, on rapid LLM prototyping using OpenAI, Databricks, and Streamlit. Discover how Norway's largest insurer leverages Streamlit for interactive data visualization and simulation in risk prediction and asset management. Learn about the development of "Eglev," an innovative chatbot that achieved over 91% accuracy in just 6 weeks, empowering non-technical resources to access lakehouse data through natural language SQL query prediction. Gain insights into how this approach enhances internal processes and allows data scientists to focus on critical tasks. Access additional resources on LLM and MLOps, and connect with Databricks through various social media platforms for more information.

Syllabus

Rapid LLM Prototyping with OpenAI, Databricks, and Streamlit


Taught by

Databricks

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