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My Honest Advice for Aspiring Machine Learning Engineers

My Honest Advice for Aspiring Machine Learning Engineers

by Dr. Owns | Jul 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

What it really takes to become a machine learning engineer The post My Honest Advice for Aspiring Machine Learning Engineers appeared first on Towards Data Science. ​What it really takes to become a machine learning engineer The post My Honest Advice for Aspiring...
Rethinking Data Science Interviews in the Age of AI

Rethinking Data Science Interviews in the Age of AI

by Dr. Owns | Jul 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How AI is transforming data science interviews—and what hiring managers and candidates should do to adapt The post Rethinking Data Science Interviews in the Age of AI appeared first on Towards Data Science. ​How AI is transforming data science interviews—and what...
Change-Aware Data Validation with Column-Level Lineage

Change-Aware Data Validation with Column-Level Lineage

by Dr. Owns | Jul 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Data transformation tools like dbt make constructing SQL data pipelines easy and systematic. But even with the added structure and clearly defined data models, pipelines can still become complex, which makes debugging issues and validating changes to data models...
Explainable Anomaly Detection with RuleFit: An Intuitive Guide

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

by Dr. Owns | Jul 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Creating interpretable rules to characterize the identified anomalies The post Explainable Anomaly Detection with RuleFit: An Intuitive Guide appeared first on Towards Data Science. ​Creating interpretable rules to characterize the identified anomalies The post...
Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

by Dr. Owns | Jul 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

From unjustified shootings to neutral stories: how to fix toxic narratives with selective pruning The post Fairness Pruning: Precision Surgery to Reduce Bias in LLMs appeared first on Towards Data Science. ​From unjustified shootings to neutral stories: how to fix...
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