Data is no longer a specialist asset used only by analysts or IT teams. In many organisations, decisions about hiring, marketing, sales, finance, and...
Text data rarely arrives in clean columns. You may receive CRM notes, chat transcripts, exported reports, website form responses, or application logs where the...
Imagine a high-security museum with laser grids, motion detectors, and reinforced doors. Everything appears impenetrable. Yet a master thief quietly enters not through brute...
Offline Reinforcement Learning (offline RL) is a branch of reinforcement learning that learns decision-making policies using only a fixed dataset of past experience. Unlike...
Manual annotation is one of the most expensive and time-consuming steps in building machine learning systems. Whether you are tagging customer emails, classifying medical...
