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chrisboomhower's Projects

abalone_mlr icon abalone_mlr

This is a multiple linear regression analysis of abalone data in effort to predict abalone age in years.

aes-128 icon aes-128

Statistical Analysis of AES-128 project for SMU's MSDS 7349

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

citibikesampling icon citibikesampling

This is a project for SMU's Statistical Sampling course, MSDS 6370, which uses different sampling methods for CitiBike rider trip duration estimation.

communities_pca icon communities_pca

This is an SMU MSDS6372 variable reduction project utilizing Principal Components Analysis for multiple linear regression.

materials icon materials

Bonus materials, exercises, and example projects for our Python tutorials

msds6306_hwuploads icon msds6306_hwuploads

This repository contains homework and file uploads for MSDS 6306 which are not considered projects but rather independent code files.

msds6372_nys_mlr icon msds6372_nys_mlr

This is an multiple linear regression analysis gaining insights into traffic patterns on the famous New York State tollway.

qtw_casestudies icon qtw_casestudies

This repository contains case study project code and reports for SMU's MSDS 7333 Quantifying the World course.

workshop icon workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

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