Instead of asking “How do we get 100% accuracy?”, the right question is “How do we maximize ROI?”... (more…)

Why this is the first rule, some baseline heuristics, and when to move on to machine learning. (more…)

Transformer models have become the defacto standard for NLP tasks. As an example, I’m sure you’ve already seen the awesome GPT3 Transformer demos and articles detailing how much time and money it took to train. (more…)

Training and deploying AI models is often associated with massive data centers or super computers, with good reason. The ability to continually process, create, and improve models from all kinds of information: images, video, text, and voice, at massive s... (more…)

Learn more about machine learning using perceptrons.