The Five-Second Fingerprint: Inside Shazam’s Instant Song ID
This post continues Behind the Tap, a series exploring the hidden mechanics of everyday tech — from Uber to Spotify to search ...
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GraphRAG in Action: A Simple Agent for Know-Your-Customer Investigations
the world of financial services, Know-Your-Customer (KYC) and Anti-Money Laundering (AML) are critical defense lines against illicit activities. KYC is ...
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Explainable Anomaly Detection with RuleFit: An Intuitive Guide
your anomaly detection results to your stakeholders, the immediate next question is always “why?”. In practice, simply flagging an anomaly ...
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Change-Aware Data Validation with Column-Level Lineage
tools like dbt make constructing SQL data pipelines easy and systematic. But even with the added structure and clearly defined ...
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My Honest Advice for Aspiring Machine Learning Engineers
want to be machine learning engineers. I get it. It’s a great job, with interesting work, great pay, and overall, ...
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Rethinking Data Science Interviews in the Age of AI
AI is rewriting the day-to-day of data scientists. , data scientists must learn how to improve productivity and unlock new ...
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Fairness Pruning: Precision Surgery to Reduce Bias in LLMs
a new model optimization method can be challenging, but the goal of this article is crystal clear: to showcase a ...
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Taking ResNet to the Next Level
If you read the title of this article, you might probably think that ResNeXt is directly derived from ResNet. Well, ...
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Software Engineering in the LLM Era
engineering space, debates about whether using LLMs in coding is a good or a bad idea are raging. On the ...
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How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1
can’t think of a more important dataset. Just today, I saw a headline like this: ‘Heat Waves Are Getting More ...
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