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When (Not) to Use Vector DB

When (Not) to Use Vector DB

by Dr. Owns | Dec 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

When indexing hurts more than it helps: how we realized our RAG use case needed a key-value store, not a vector database The post When (Not) to Use Vector DB appeared first on Towards Data Science. ​When indexing hurts more than it helps: how we realized our RAG use...
When (Not) to Use Vector DB

Separate Numbers and Text in One Column Using Power Query

by Dr. Owns | Dec 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An Excel sheet with a column containing numbers and text? What a mess! The post Separate Numbers and Text in One Column Using Power Query appeared first on Towards Data Science. ​An Excel sheet with a column containing numbers and text? What a mess! The post Separate...
When (Not) to Use Vector DB

The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel

by Dr. Owns | Dec 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Kernel SVM often feels abstract, with kernels, dual formulations, and support vectors. In this article, we take a different path. Starting from Kernel Density Estimation, we build Kernel SVM step by step as a sum of local bells, weighted and selected by hinge loss,...
5 Workflow Automation Tools for All Professionals

5 Workflow Automation Tools for All Professionals

by Dr. Owns | Dec 16, 2025 | Business Intelligence

​​Five powerful automation tools to help you streamline repetitive digital tasks, increase productivity, and create smarter workflows without requiring deep technical skills.  ​Five powerful automation tools to help you streamline repetitive digital tasks, increase...
When (Not) to Use Vector DB

Lessons Learned After 8 Years of Machine Learning

by Dr. Owns | Dec 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Deep work, over-identification, sports, and blogging The post Lessons Learned After 8 Years of Machine Learning appeared first on Towards Data Science. ​Deep work, over-identification, sports, and blogging The post Lessons Learned After 8 Years of Machine Learning...
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