As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a set of project templates that can be used to support regression ML problems using R. Version… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 4
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using Python Take 4
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using R Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using Python Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using Python Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Multi-Class Classification Model for Human Activity Recognition with Smartphone Using Python Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Human Activities with Smartphone Dataset is a multi-class classification situation where we… Read More
Web Scraping of Registry of Open Data on AWS Using R
SUMMARY: The purpose of this project is to gather data about the open datasets on AWS. The web scraping code was written in R and leveraged the rvest package. INTRODUCTION: The Open Data registry exists to help people discover and share datasets that are available via AWS resources. This page lists all usage examples for… Read More
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