In the ever-evolving landscape of music streaming and recommendation systems, Spotify has long been at the forefront, leveraging cutting-edge technologies … More
Category: Machine Learning
A Step by Step Approximate Nearest Neighbor Example In Python From Scratch
Nearest neighbor search is a fundamental problem for vector models in machine learning. It involves finding the closest vectors to … More
How to Generate Vector Embeddings
Vector models have become ubiquitous in our lives, powering various applications such as facial recognition, reverse image search, recommendation engines … More
The Rise of Vector Databases
In the ever-evolving landscape of data management, a powerful new player has emerged: vector databases. With the exponential growth of … More
K-NN vs Approximate Nearest Neighbors
In the vast realm of data science and machine learning, the ability to efficiently find similar items or patterns within … More
The Rise of Vector Models in Machine Learning
In the rapidly advancing field of machine learning, vector models have emerged as a vital cornerstone for driving breakthroughs in … More
Redis As A Vector Database: Fast Vector Similarity Search with RediSearch
In today’s data-driven world, the ability to efficiently search and analyze vast amounts of information is crucial for many applications. … More
Vector Similarity Search in PostgreSQL
Whether it’s for facial recognition, content-based image retrieval, or recommendation systems, the ability to search for similar vectors quickly and … More
How to Find False Negatives in Facial Recognition with Neo4j
Current cutting-edge facial recognition models offer human-level accuracy. Still, we can improve facial recognition model accuracies if we represent classifications … More
Decide Whom Your Child Looks Like with Facial Recognition: Mommy or Daddy?
Parents do discuss whom their child is looking like but no one can really be convinced about the result with … More