programming (9)

Machine Learning Foundations: Part 5 - Classifying real-world images

In this article we're going to look at how to use convolutional neural networks to classify complex features. In previsous part 4 -  Coding with Convolutional Neural Networks, you...

31 May 2020

Machine Learning Foundations: Part 4 - Coding with Convolutional Neural Networks

In the previous part 3 - Convolutions and pooling, you learned all about convolutions and how they can use filters to extract information from images. You also saw how to create po...

27 May 2020

Machine Learning Foundations: Part 3 - Convolutions and pooling

In the previous part 2 - First steps in computer vision,  you built a neural network that could recognize items of clothing.  Now that you've looked at fashion example for compute...

26 May 2020

Machine Learning Foundations: Part 2 - First steps in computer vision

In the previous article Part 1 - What is ML?, you got an introduction to machine learning, and you saw how it works from a programmer's perspective by having you create answers and...

23 May 2020

Syncing Google Sheets to a database via REST API’s

In this article, I will walk you through how to integrate a web-based ordering system with a Google Sheet.  Imagine you work for a bike-sharing startup that has a bike ordering we...

18 May 2020

Introduction to JAX (AI Adventures)

NumPy is fast, but how can we make it even faster?  In this article, we're going to look at a new library from Google Research called JAX and see how it can speed up machine learni...

16 May 2020

Machine Learning Foundations: Part 1 - What is ML?

Welcome to this series on Machine Learning Foundations. It's a course where you'll learn the fundamentals of building machine learning models using TensorFlow. The only thing that...

15 May 2020

Are There Problems That Computers Can't Solve?

Are there problems that computers can’t solve? Even if you work with the cleverest programmers, even if you have infinite time and energy and more computing power than could possib...

12 May 2020

Why My Teenage Code Was Terrible: Sorting Algorithms and Big O Notation

When I was about 15, I had a week of ‘work experience’. Americans would call that an ‘internship’, but that’s not really right: work experience is a thing in British schools that b...

11 May 2020