The Rise of Vector Data
Offered By: Pinecone via YouTube
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
Related Courses
Intro to Computer ScienceUniversity of Virginia via Udacity Design of Computer Programs
Stanford University via Udacity Analytic Combinatorics, Part I
Princeton University via Coursera Algorithms, Part I
Princeton University via Coursera Algorithms, Part II
Princeton University via Coursera