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Locality Sensitive Hashing for Search with Shingling + MinHashing - Python

James Briggs via YouTube

Overview

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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

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