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Vector Databases 101 - How Do They Work?

Offered By: Conf42 via YouTube

Tags

Vector Databases Courses Machine Learning Courses Data Storage Courses Information Retrieval Courses Dimensionality Reduction Courses Embeddings Courses Similarity Search Courses Milvus Courses

Course Description

Overview

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Explore the fundamentals of vector databases in this conference talk from Conf42 ML 2024. Delve into the reasons behind their growing importance, understand the origins of vectors, and discover various use cases for vector databases. Learn about the inner workings of these systems, including the concept of similarity search and the crucial role of indexes. Gain insights into the Milvus architecture and its applications in machine learning and data management. Perfect for those seeking to understand the technology powering modern AI and data-driven applications.

Syllabus

intro
preamble
product portfolio
partner with industry leaders
contents
why vector databases?
where do vectors come from?
vector database uses cases
how do vector databases work?
what is similarity search?
indexes
milvus architecture
questions?


Taught by

Conf42

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