Here we will find some data to see what the state of renewable energy production is within Europe. The data is collected from: https://transparency.entsoe.eu/generation/r2/installedGenerationCapacityAggregation/show

In this post I will attempt to go over the steps between a simple linear regression towards a non-linear probabilistic model built with a neural network.

Here we look at fitting a normal distribution to some data using Tensorflow Probability.

We compare the performance of adding a batch normalisation layer to a convolution neural network (CNN). For this we use the results from a previous post on creating a CNN for fashion MNIST data:

In this post we will build a Convolution Neural Network (CNN) in order to classify images from the fashion MNIST dataset. CNNs are commonly used with image data to efficiently exploit spatial relationships between nearby pixels.