YoVDO

The Rise of Vector Data

Offered By: Pinecone via YouTube

Tags

Vector Databases Courses Machine Learning Courses Algorithms Courses Data Structures Courses Database Management Courses Vector Similarity Search Courses

Course Description

Overview

Watch a 24-minute presentation and demo by Edo Liberty, Founder & CEO of Pinecone, from Data AI Summit 2021, exploring vector data, vector databases, and vector similarity search. Gain insights into pretrained models, similarity measurement techniques, and the unique challenges of vector databases. Discover why this technology requires a new database approach and learn about the algorithms and data structures involved. Follow along with an example implementation and understand the progress made in this field. Get a comprehensive overview of vector data applications, from the introduction to practical API usage, and see how this technology is shaping the future of data management and search capabilities.

Syllabus

Introduction
Pretrained models
Measuring similarity
Data Structures Databases
Why is this a new database
Algorithms
Challenges
Progress
Example
API Key


Taught by

Pinecone

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