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AI Agents for a More Sustainable World

AI Agents for a More Sustainable World

by Dr. Owns | Apr 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

As political support for sustainability weakens, the need for long-term sustainable practices has never been more critical. How can we use analytics, boosted by agentic AI, to support companies in their green transformation? For years, the focus of my blog was always...
Graph Neural Networks Part 4: Teaching Models to Connect the Dots

Graph Neural Networks Part 4: Teaching Models to Connect the Dots

by Dr. Owns | Apr 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Have you ever wondered how it’s possible that Facebook knows who you might know? Or why it sometimes suggests a total stranger? This problem is called link prediction. In a social network graph, people are nodes and friendships are edges, the goal is to predict if a...
The Secret Inner Lives of AI Agents: Understanding How Evolving AI Behavior Impacts Business Risks

The Secret Inner Lives of AI Agents: Understanding How Evolving AI Behavior Impacts Business Risks

by Dr. Owns | Apr 29, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Artificial intelligence (AI) capabilities and autonomy are growing at an accelerated pace in Agentic Ai, escalating an AI alignment problem. These rapid advancements require new methods to ensure that AI agent behavior is aligned with the intent of its human creators...
If I Wanted to Become a Machine Learning Engineer, I’d Do This

If I Wanted to Become a Machine Learning Engineer, I’d Do This

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

If I wanted to become a machine learning engineer again, this is the exact process I would follow. Let’s get into it! First become a data scientist or software engineer I’ve said it before, but a machine learning engineer is not exactly an entry-level position. This...
How to Ensure Your AI Solution Does What You Expect iI to Do

How to Ensure Your AI Solution Does What You Expect iI to Do

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

Generative AI (GenAI) is evolving fast — and it’s no longer just about fun chatbots or impressive image generation. 2025 is the year where the focus is on turning the AI hype into real value. Companies everywhere are looking into ways to integrate and leverage GenAI...
Struggling to Land a Data Role in 2025? These 5 Tips Will Change That

Struggling to Land a Data Role in 2025? These 5 Tips Will Change That

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

Breaking into the tech world is no longer as easy (or glamorous) as it used to be. Lots of people are finding it difficult to find their way into the current tech market. This can be due to lots of reasons like a competitive job market, lack of openings, higher...
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