by | Jan 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Why scan yesterday’s data when you can increment today’s?Image by the authorSQL aggregation functions can be computationally expensive when applied to large datasets. As datasets grow, recalculating metrics over the entire dataset repeatedly becomes inefficient. To...
by | Jan 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Reflective generative AI software components as a development paradigmNowhere has the proliferation of generative AI tooling been more aggressive than in the world of software development. It began with GitHub Copilot’s supercharged autocomplete, then exploded into...
by | Jan 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Some financial analysts worry that artificial intelligence may not justify the massive investments being made in the field. While I understand their concerns, I see things differently. I’m neither an AI Boomer nor an AI Doomer — I believe AI has the potential to drive...
by | Dec 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Using Qwen2.5–7B-Instruct powered code agents to create a local, open source, multi-agentic RAG systemPhoto by Jaredd Craig on UnsplashLarge Language Models have shown impressive capabilities and they are still undergoing steady improvements with each new generation...
by | Dec 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Why your experiments might never reach significancePhoto by Andrik Langfield on UnsplashIntroductionExperiments usually compare the frequency of an event (or some other sum metric) after either exposure (treatment) or non-exposure (control) to some intervention. For...
by | Dec 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Have you ever wondered how machine learning models are constructed? ‘Explainability of machine learning models’ and ‘machine learning…Continue reading on Towards Data Science » Have you ever wondered how machine learning models are constructed? ‘Explainability of...
