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A Little More Conversation, A Little Less Action — A Case Against Premature Data Integration

A Little More Conversation, A Little Less Action — A Case Against Premature Data Integration

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

When I talk to [large] organisations that have not yet properly started with Data Science (DS) and Machine Learning (ML), they often tell me that they have to run a data integration project first, because “…all the data is scattered across the organisation, hidden in...
Master the 3D Reconstruction Process: A Step-by-Step Guide

Master the 3D Reconstruction Process: A Step-by-Step Guide

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

The 3d Reconstruction journey from 2D photographs to 3D models follows a structured path.  This path consists of distinct steps that build upon each other to transform flat images into spatial information.  Understanding this pipeline is crucial for anyone looking to...
AI Agents from Zero to Hero — Part 3

AI Agents from Zero to Hero — Part 3

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

Intro In Part 1 of this tutorial series, we introduced AI Agents, autonomous programs that perform tasks, make decisions, and communicate with others.  In Part 2 of this tutorial series, we understood how to make the Agent try and retry until the task is completed...
From Physics to Probability: Hamiltonian Mechanics for Generative Modeling and MCMC

From Physics to Probability: Hamiltonian Mechanics for Generative Modeling and MCMC

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

Phase space of a nonlinear pendulum. Photo by the author. Hamiltonian mechanics is a way to describe how physical systems, like planets or pendulums, move over time, focusing on energy rather than just forces. By reframing complex dynamics through energy lenses, this...
How to Format Your TDS Draft: A Quick(ish) Guide

How to Format Your TDS Draft: A Quick(ish) Guide

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

We all know what makes both authors and editors happy: a smooth, streamlined publication process where the path from draft to published article is quick and painless. We also know that many of our contributors—old-timers and new ones alike—might not have a lot of...
Data Science: From School to Work, Part III

Data Science: From School to Work, Part III

by Dr. Owns | Mar 27, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Introduction Writing code is about solving problems, but not every problem is predictable. In the real world, your software will encounter unexpected situations: missing files, invalid user inputs, network timeouts, or even hardware failures. This is why handling...
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