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This course explains product quantization for compressing high-dimensional vectors and accelerating similarity search. It uses Python examples to demonstrate dimensionality reduction, sub-vector encoding, codebooks, reconstruction, and quantization error.
Syllabus
Introduction
Dimensionality Reduction
Product Quantization
Python Code
Coding
Visualizing
Quantizing
Taught by
James Briggs