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LLMs in Practice - A Guide to Recent Techniques and Trends

Offered By: MLOps World: Machine Learning in Production via YouTube

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Course Description

Overview

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Explore practical methods for working with Large Language Models (LLMs) in this comprehensive workshop from MLOps World: Machine Learning in Production. Gain hands-on experience with examples that can be run on a laptop or in a provided free hosted cloud environment. Discover how researchers and product designers are utilizing LLMs, with a focus on connecting high-level concepts like fine-tuning and vector databases to fundamental math and APIs. Deepen your understanding of LLM possibilities, associated technical risks, and their place in the broader machine learning landscape. Led by Ville Tuulos, CEO of Outerbounds, and Eddie Mattia, Data Scientist at Outerbounds, this 2-hour workshop serves as a valuable guide for teams looking to set realistic goals in the complex and rapidly evolving world of LLMs. Learn how to support your team's next LLM projects successfully and gain insights that cater to both developers and business-minded executives.

Syllabus

LLMs in Practice A Guide to Recent Techniques and Trends


Taught by

MLOps World: Machine Learning in Production

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