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Simplifying Data Ingestion for LLMs with Unstructured and Databricks

Offered By: Databricks via YouTube

Tags

Data Ingestion Courses Databricks Courses MLOps Courses Scalability Courses Unstructured Data Courses Retrieval Augmented Generation (RAG) Courses

Course Description

Overview

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Discover how to build a scalable solution for unstructured data ingestion in LLM applications using Unstructured and Databricks in this 30-minute talk. Learn to overcome challenges associated with ingesting various file types for applications like RAG, and explore strategies to make your solution scalable. Join Christopher Maddock, Head of Product Marketing & SA at Unstructured, and Colton Peltier, Staff Data Scientist at Databricks, as they guide you through the process. Gain insights into leveraging different libraries and APIs for efficient data ingestion, and understand how to integrate Unstructured and Databricks for optimal results. Access additional resources like the LLM Compact Guide and Big Book of MLOps to further enhance your knowledge in this field.

Syllabus

Simplifying Data Ingestion for LLMs with Unstructured and Databricks


Taught by

Databricks

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