Remark:

• I want to visualise the 18-dimensional data (obtained from here) using various dimensionality reduction algorithms such as PCA, MDS, Isomap, and t-SNE to determine if we can cluster the data.

• The algorithms mentioned above are created from scratch based on the mathematical concepts and optimisation problems I've learned from the modules.

• The mathematical explanation of each procedure of those algorithms will be published soon in the next version.

• Feel free to contact me if you have any suggestions or feedback!