Category project

AI learns to sail upwind

Solving sailing using Q-Learning

The year 2020 was not the greatest for sailors. The pandemic limited the available options for voyages or even to gather a crew. I am a huge sailing enthusiast and...

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...

Category tutorial

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...

Category machine learning

AI learns to sail upwind

Solving sailing using Q-Learning

The year 2020 was not the greatest for sailors. The pandemic limited the available options for voyages or even to gather a crew. I am a huge sailing enthusiast and...

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...

Category loss functions

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....

Category reinforcement learning

AI learns to sail upwind

Solving sailing using Q-Learning

The year 2020 was not the greatest for sailors. The pandemic limited the available options for voyages or even to gather a crew. I am a huge sailing enthusiast and...

Category sailing

AI learns to sail upwind

Solving sailing using Q-Learning

The year 2020 was not the greatest for sailors. The pandemic limited the available options for voyages or even to gather a crew. I am a huge sailing enthusiast and...