How to use H5Py and Keras to train with data from HDF5 files?

In the many simple educational cases where people show you how to build Keras models, data is often loaded from...

Storing web app machine learning predictions in a SQL database

In a previous blog post, we looked at how we could deploy a Keras model by means of an API....

Fruits are very common in today’s world – despite the abundance of fast food and refined sugars, fruits remain widely...

During development of basic neural networks – such as the ones we build to show you how e.g. Conv2D layers...

Developing a machine learning model with today’s tools is much easier than it was years ago. Keras is one of...

When building a neural network with the Keras framework for deep learning, I often want to have a quick and...

One of the most widely used layers within the Keras framework for deep learning is the Conv2D layer. However, especially...

Training machine learning models is fun – but what if you found a model that really works? You’d love to...

When using the Keras framework for deep learning, you have at your disposal a module called keras.datasets – which represents...

Neural networks, and especially the deep ones, have achieved many state-of-the-art results over the past few years. Many scholars and...