All Stories

What is a Loss Function?

How to formulate the right objective.

Any machine learning student will learn about loss functions sooner rather than later. They are a fundamental element of learning and optimisation, therefore understanding is necessary for mastering machine learning....

What is gradient descent?

Finding minimums of unobvious functions

Gradient descent is probably one of the most widely used algorithm in Machine Learning and Deep Learning. At the same time, it is one of the easiest to understand. In...

Getting Started: React Admin

On the Teacode blog

At Teacode.io we come across the need to provide administrative technology on a daily basis. However, knowing that admin panels are not the actual money-maker for our clients we had...

Building an Automated Detection of Anomalous RFID Behaviour for a Smart Intercom

On Medium

Having to monitor multiple custom-built intercoms can become a tedious process. A daily routine of checking their state and fearfully awaiting for a Slack notification telling you about one crashing...