GitHub - MrAndrew/pca_kmeans_ml: A Machine Learning project using PCA and K-means on a retail (Starbucks) example dataset.

MrAndrew / pca_kmeans_ml Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

A Machine Learning project using PCA and K-means on a retail (Starbucks) example dataset.

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
clean_data		clean_data
combined_data		combined_data
data		data
Project Report.pdf		Project Report.pdf
README.txt		README.txt
Starbucks K-means Centroid Trials.xlsx		Starbucks K-means Centroid Trials.xlsx
Starbucks_Capstone_notebook.ipynb		Starbucks_Capstone_notebook.ipynb
k means elbow data.txt		k means elbow data.txt
model.tar.gz		model.tar.gz
model_algo-1		model_algo-1

Repository files navigation

This is an example of an unsupervised machine learning project using K-means and PCA to find some coorelation within a larger dataset.

You will need an AWS account to run this notebook as it uses platform specific SageMaker methods and dependencies.

For an overview of the scope, method, analysis, etc. Please read the `Project Report.pdf` file.