This repository contains all of my code for the college module 'Programming For Data Analytics'. This module focused on the programming language R where we learned the fundamentals of programming in R and explored modelling and visualising data in R.
The folders in this repository breakdown as follows:
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The 'Changing Data Formats' folder looks at data manipulation and reformatting using a student results dataset.
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The 'Classify hand written numbers' and 'Modelling hand written numbers' folders contain code used to classify and model data in the popular MNIST hand-written numbers dataset.
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The 'Eigenvalues & Eigenvectors', 'Plotting handwritten numbers', 'Rotating squares, cubes & their projections' and 'Rotating cubes with point clouds' folders then focus on extracting the information from the data and visualising it to create insightful plots. Again the MNIST hand-written numbers dataset was used for this. These hand-written numbers were plotted as a point cloud in different forms.