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The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

by Dr. Owns | Dec 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Understanding ensemble learning from first principles in Excel The post The Machine Learning “Advent Calendar” Day 19: Bagging in Excel appeared first on Towards Data Science. ​Understanding ensemble learning from first principles in Excel The post The Machine...
The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

by Dr. Owns | Dec 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Using Agentic AI prompts with the Artificial Bee Colony algorithm to enhance unsupervised clustering and optimization workflows. The post Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC) appeared first on Towards Data Science. ​Using Agentic AI...
The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

How I Optimized My Leaf Raking Strategy Using Linear Programming

by Dr. Owns | Dec 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

From a weekend chore to a fun application of valuable operations research principles The post How I Optimized My Leaf Raking Strategy Using Linear Programming appeared first on Towards Data Science. ​From a weekend chore to a fun application of valuable operations...
5 Useful Python Scripts to Automate Boring Everyday Tasks

5 Useful Python Scripts to Automate Boring Everyday Tasks

by Dr. Owns | Dec 19, 2025 | Business Intelligence

​​Spending too much time on repetitive tasks? These Python scripts will help you automate the mundane stuff that drains your productivity.  ​Spending too much time on repetitive tasks? These Python scripts will help you automate the mundane stuff that drains your...
The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

Six Lessons Learned Building RAG Systems in Production

by Dr. Owns | Dec 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Best practices for data quality, retrieval design, and evaluation in production RAG systems The post Six Lessons Learned Building RAG Systems in Production appeared first on Towards Data Science. ​Best practices for data quality, retrieval design, and evaluation in...
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