Building and Using Embeddings in Machine Learning Operations
The Machine Learning Engineer via YouTube
Overview
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Learn how to create and utilize embeddings in machine learning through this 41-minute video tutorial that explores their fundamental concepts, applications, and generation methods. Discover the process of generating embeddings using both general-purpose Large Language Models (LLMs) and specialized embedding models. Follow along with practical demonstrations using a provided Jupyter notebook to gain hands-on experience in implementing embedding techniques for various machine learning and data science applications.
Syllabus
MLOPS: How to Build Embeddings #datascience #machinelearning #mlops
Taught by
The Machine Learning Engineer