by Dr. Owns | Mar 27, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Authors Alex (Qian) Wan: Alex (Qian) is a designer specializing in AI for B2B products. She is currently working at Microsoft, focusing on machine learning and Copilot for data analysis. Previously, she was the Gen AI design lead at VMware.Eli Ruoyong Hong : Eli is a...
by Dr. Owns | Mar 27, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Large language models (LLMs) are improving in efficiency and are now able to understand different data formats, offering possibilities for myriads of applications in different domains. Initially, LLMs were inherently able to process only text. The image understanding...
by Dr. Owns | Mar 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Why build things the hard way when you can design them the smart way? As a Supply Chain Data Scientist, I’ve explored various frameworks like LangChain and LangGraph to build AI agents using Python. Leveraging LLMs with LangChain for Supply Chain Analytics — A Control...
by Dr. Owns | Mar 26, 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. Agents perform actions through Tools. It might happen that a Tool doesn’t work on the first try, or that multiple...
by Dr. Owns | Mar 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Uncertainty quantification (UQ) in a Machine Learning (ML) model allows one to estimate the precision of its predictions. This is extremely important for utilizing its predictions in real-world tasks. For instance, if a machine learning model is trained to predict a...
by Dr. Owns | Mar 25, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
AI is transforming the way businesses operate, and nearly every company is exploring how to leverage this technology. As a result, the demand for AI and machine learning skills has skyrocketed in recent years. With nearly four years of experience in AI/ML, I’ve...
