Deep Learning Regression Model for Allstate Claims Severity 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Allstate Claims Severity dataset is a regression situation where we are trying… Read More

Regression Model for Allstate Claims Severity 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Allstate Claims Severity dataset is a regression situation where we are trying… Read More

Regression Model for Allstate Claims Severity 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Allstate Claims Severity dataset is a regression situation where we are trying… Read More

Binary Classification Deep Learning Model for Cats and Dogs Using Keras Take 9

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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. Jason Brownlee of Machine Learning Mastery posted a tutorial on deep learning using… Read More

Multi-Class Classification Model for Egyptian HCV Patients 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Egyptian HCV Patients dataset is a multi-class classification situation where we are… Read More

Web Scraping of Data.gov Dataset Catalog Using Python and Selenium

SUMMARY: The purpose of this project is to practice web scraping by extracting specific pieces of information from a website. The Python web scraping code leverages the Selenium module. INTRODUCTION: Data.gov is a government data repository website managed and hosted by the U.S. General Services Administration. The purpose of this exercise is to practice web… Read More

Multi-Class Classification Model for Egyptian HCV Patients 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Egyptian HCV Patients dataset is a multi-class classification situation where we are… Read More