Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

FAISS - Introduction to Similarity Search

James Briggs via YouTube

Start learning Write review
Corporate Finance Institute Ad

Learn Excel and Financial Modeling the Way Finance Teams Actually Use Them

Learn More → Noble Desktop Ad

Live Online Classes in Design, Coding & AI — Small Classes, Free Retakes

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course introduces FAISS for efficient similarity search over high-dimensional sentence embeddings. It demonstrates flat, inverted-file, and product-quantization indexes and compares their speed and accuracy.

Syllabus

Introduction
Code Overview
Index Flat L2
Index Training
Adding Vectors
Query Time
Voronoi Cells
Coding
Index IVF
Product Quantization Index
Implementing Product Quantization Index
Comparison

Taught by

James Briggs

Reviews

Start your review of FAISS - Introduction to Similarity Search

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.