Multi-Class Classification Model for Human Activities and Postural Transitions 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 and Postural Transitions dataset is a classic multi-class classification situation… Read More

Web Scraping of Merely Do It Blog Entries Using Python and Scrapy

SUMMARY: The purpose of this project is to practice web scraping by gathering specific pieces of information from a website. The web scraping code was written in Python and leveraged the Scrapy framework. INTRODUCTION: David Lowe hosts his blog at merelydoit.blog. The purpose of this exercise is to practice web scraping by gathering the blog… Read More

Binary Classification Model for MiniBooNE Particle Identification 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 MiniBooNE Particle Identification dataset is a classic binary classification situation where we… Read More

Time Series Model for Monthly Armed Robberies in Boston Using Python

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Code Credit: Adapted from a blog post made available by Dr. Jason Brownlee of Machine Learning Mastery. PREFACE: This is a replication of Python code from Dr. Brownlee’s blog post on time series. I have combined all the code… Read More