mattpretel / Algorithmic_Clustering

Use classification / PCA and K-Means algorithms to generate a report / visuals of cryptocurrencies and how they can be clustered together.

Repository from Github https://github.commattpretel/Algorithmic_ClusteringRepository from Github https://github.commattpretel/Algorithmic_Clustering

Algorithmic Clustering with Crypto

In this project I will be using classification / PCA and K-Means algorithms to generate a report of what cryptocurrencies are available on the trading market and how they can be grouped or clustered together. I will then visualize the results.

I will first prepare data for dimension reduction with PCA and clustering using K-Means. Next I will reduce data dimension using PCA. Then i'll predict clusters using the crypto data using KMeans. Finally i'll create some plots and data tables to visualize the data.

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Use classification / PCA and K-Means algorithms to generate a report / visuals of cryptocurrencies and how they can be clustered together.


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