/ProcessCryptoData

Implemented K-Means clustering, Amazon SageMaker, hvplot and plotly to anlyse and present cryptocurrency data.

Primary LanguageJupyter Notebook

unit13-challenge

In this notebook I:

  • Prepared data for dimension reduction with PCA and clustering using K-Means.

  • Reduced data dimension using the PCA algorithm from sklearn.

  • Predicted clusters using the cryptocurrencies data using the KMeans algorithm from sklearn.

  • Created plots and data tables to present results using hvplot, plotly, and matplotlib.

  • Deployed notebook to Amazon SageMaker.