All articles/Author
Guido Tapia
Practical AI in Health: the series
Most of what gets written about AI in health is either a vendor pitch or a research paper. Neither helps much if your job is to decide what to build next quarter, what it will cost to run, and how you will explain it to…
#ai-in-healthcare#health-it#privacy-act#human-in-the-loop#production-ai
.Net / IIS - Svelte Project Template
We recently published a simple, lightweight project template to help you start building a Svelte SPA (Single Page App) with a .Net backend, all hosted in IIS. Github Link: https://github.com/gatapia/svelte_dotnet…
PicNet Power BI Command Line Tools
Today we released our "PicNet Power BI Command Line Tools" project on github. This project is what allows PicNet developers to collaborate on Power BI projects by addressing a few issues, these are: This project comes…
PyTorch Implementation of "Unsupervised learning by competing hidden units" MNIST classifier
I recently watched this lecture by Dmitry Krotov and found it very interesting so I thought it would make a good paper to try to reproduce. My original thoughts were that this could potentially solve the adversarial…
Diminishing Returns in Machine Learning Projects
Any machine learning practitioner will tell you that there is a certain point in time where trying to eke out more performance/accuracy from a project seems like more effort than its worth. At PicNet we always suggest…
When is an Organisation Ready to Benefit from Machine Learning
I am told quite frequently that an organisation is not "mature" enough for machine learning. By this, managers usually mean one of the following things items are not at a level deemed adequate: This falls back into the…