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The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

by Dr. Owns | Nov 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Opening the black box of ML models, step by step, directly in Excel The post The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint appeared first on Towards Data Science. ​Opening the black box of ML models, step by step, directly in Excel The...
The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall

by Dr. Owns | Nov 30, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A modification to the Boruta algorithm that dramatically reduces computation while maintaining high sensitivity The post The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall appeared first on Towards Data Science. ​A modification to the...
The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

Metric Deception: When Your Best KPIs Hide Your Worst Failures

by Dr. Owns | Nov 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The most dangerous KPIs aren’t broken; they’re the ones trusted long after they’ve lost their meaning. The post Metric Deception: When Your Best KPIs Hide Your Worst Failures appeared first on Towards Data Science. ​The most dangerous KPIs aren’t broken; they’re the...
The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

How to Scale Your LLM Usage

by Dr. Owns | Nov 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to increase LLM usage to achieve increased productivity The post How to Scale Your LLM Usage appeared first on Towards Data Science. ​Learn how to increase LLM usage to achieve increased productivity The post How to Scale Your LLM Usage appeared first on...
The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

Data Science in 2026: Is It Still Worth It?

by Dr. Owns | Nov 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An honest view from a 10-year AI Engineer The post Data Science in 2026: Is It Still Worth It? appeared first on Towards Data Science. ​An honest view from a 10-year AI Engineer The post Data Science in 2026: Is It Still Worth It? appeared first on Towards Data...
The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

Why We’ve Been Optimizing the Wrong Thing in LLMs for Years

by Dr. Owns | Nov 28, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The simple shift in training that unlocks foresight, faster inference, and better reasoning. The post Why We’ve Been Optimizing the Wrong Thing in LLMs for Years appeared first on Towards Data Science. ​The simple shift in training that unlocks foresight, faster...
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