Data Visualisation Using Altair

2 minute read

Seoul Bike-sharing End-to-end Machine Learning Project

10 minute read

In this notebook, I will work through an example of a hypothetical data science project. We will be following the steps that are part of the CRISP-DM methodo...

Interactive Map Using Plotly

less than 1 minute read

The following, is a simple example of an interactive map using Plotly. The map contains information for the unemployment rate in the city of Bogotá for the y...

End-to-End Speech Recognition with Raw Audio Singals and 1D Convolutions

4 minute read

Convolutional neural networks are a powerful form of neural networks. Their coverage ranges from classifying images and identifying multiple objects in a vid...

Backpropagation Neural Network

2 minute read

This is an example of a simple symbol recognition problem with three letters T, G and F, in an original form and in a shifted form. The 6 input vectors $x_1,...