Learn AI, Data Science & Business — Earn Certificates That Get You Hired
Master Production-Ready Machine Learning, Step by Step
Overview
Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This course demonstrates traditional locality-sensitive hashing for approximate similarity search. It covers text shingling, one-hot encoding, MinHash signatures, banded LSH, and tuning the balance between false positives and false negatives.
Syllabus
Intro
Overview
Shingling
Vocab
One-hot Encoding
MinHash
Signature Info
LSH
Tuning LSH
Taught by
James Briggs