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TDS Newsletter: The Theory and Practice of Using AI Effectively

TDS Newsletter: The Theory and Practice of Using AI Effectively

by Dr. Owns | Nov 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

When we encounter a new technology — say, LLM applications — some of us tend to jump right in, sleeves rolled up, impatient to start tinkering. Others prefer a more cautious approach: reading a few relevant research papers, or browsing through a bunch of blog posts,...
Expected Value Analysis in AI Product Management

Expected Value Analysis in AI Product Management

by Dr. Owns | Nov 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An introduction to key concepts and practical applications The post Expected Value Analysis in AI Product Management appeared first on Towards Data Science. ​An introduction to key concepts and practical applications The post Expected Value Analysis in AI Product...
The Reinforcement Learning Handbook: A Guide to Foundational Questions

The Reinforcement Learning Handbook: A Guide to Foundational Questions

by Dr. Owns | Nov 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Simplifying all the concepts required to master reinforcement learning The post The Reinforcement Learning Handbook: A Guide to Foundational Questions appeared first on Towards Data Science. ​Simplifying all the concepts required to master reinforcement learning The...
Multi-Agent SQL Assistant, Part 2: Building a RAG Manager

Multi-Agent SQL Assistant, Part 2: Building a RAG Manager

by Dr. Owns | Nov 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A hands-on guide to comparing multiple RAG strategies — Keyword, FAISS, and Chroma The post Multi-Agent SQL Assistant, Part 2: Building a RAG Manager appeared first on Towards Data Science. ​A hands-on guide to comparing multiple RAG strategies — Keyword, FAISS, and...
We Didn’t Invent Attention — We Just Rediscovered It

We Didn’t Invent Attention — We Just Rediscovered It

by Dr. Owns | Nov 5, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How selective amplification emerged across evolution, chemistry, and AI through convergent mathematical solutions The post We Didn’t Invent Attention — We Just Rediscovered It appeared first on Towards Data Science. ​How selective amplification emerged across...
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