Machine Learning (6)

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...

Alex in Machine Learning 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...

Alex in Machine Learning 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...

Alex in Machine Learning 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...

Alex in Machine Learning 23 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...

Alex in Machine Learning 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...

Alex in Machine Learning 15 May 2020