Case study: Victoria Lestari
We spoke to Victoria Lestari, a software engineer at Google. Victoria spoke to us about her experiences of working in the machine learning industry. She gives us her advice on …
Course: Introduction to Machine Learning and AI
Using your model in Scratch
In this step, you are going to use your classification model to play a game of rock, paper, scissors against the computer. I will show you how you can use …
Have a go at classification
Over the next two steps, you’re going to create your very own rock, paper, scissors game. You will use image classification to teach your computer to recognise gestures you hold …
Introduction to Neural Networks
Neural networks are a cutting-edge learning technology. You will need to bring all of your knowledge of AI and machine learning to help you understand how these “digital brains” work. …
What is Data Classification?
Classification problems involve us supplying data to a computer for it to then allocate it to a label or a class. Suppose that an online retailer wanted a system that …
The AI Effect
Modern artificial intelligence (AI) can appear daunting to newcomers, but it all started from a very simple aim: to automate tasks that require intelligence. The current complexity is in part …
Ethical Issues in Data Collection
Having access to vast collections of data has huge implications for society. Coupled with advances in technology, now more than ever before, the human race has the potential to solve …
Organising Data
Both classification and regression are problems that require a single output, either a label or a prediction. However, you can also use AI and machine learning to analyse and then …
How do Machines Learn?
As we journey into the inner workings of machine learning, we are going to explore the process used to create extremely specialised AI programs. This is the process of Machine …