Data Visualisation Using Altair
Data Science Projects
The Following contains a list of the projects that I have completed during the last two years in my journey as an aspiring data scientist.
2021
Seoul Bike-sharing End-to-end Machine Learning Project
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...
2020
Interactive Map Using Plotly
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
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
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,...
Single layer feedforward neural networks
In this example, we present two implementations of the simplest form of neural networks, the single-layer feedforward neural network. First, we introduce the...
2018
Simple GIS Data Visualisation in R
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