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 Springleaf Marketing Response dataset is a binary classification situation where we are… Read More
Time Series Model for San Diego Nonfarm Employees Using Python
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 time series prediction model and document the end-to-end steps using a template. The San Diego Nonfarm Employees dataset is a time series situation where we are trying to forecast… Read More
Binary Classification Model for Springleaf Marketing Response 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 Springleaf Marketing Response dataset is a binary classification situation where we are… Read More
Binary Classification Model for Springleaf Marketing Response 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 Springleaf Marketing Response dataset is a binary classification situation where we are… Read More
Regression Deep Learning Model for Song Year Prediction Using TensorFlow Take 5
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 Song Year Prediction dataset is a classic regression situation where we are… Read More
Regression Deep Learning Model for Song Year Prediction Using TensorFlow 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 Song Year Prediction dataset is a classic regression situation where we are… Read More
Time Series Model for California Labor Force Participation Using Python
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 time series prediction model and document the end-to-end steps using a template. The monthly California Labor Force Participation dataset is a time series situation where we are trying to… Read More
Regression Deep Learning Model for Song Year Prediction Using TensorFlow 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 Song Year Prediction dataset is a classic regression situation where we are… Read More
Regression Deep Learning Model for Song Year Prediction Using TensorFlow 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 Song Year Prediction dataset is a classic regression situation where we are… Read More
Web Scraping of O’Reilly Software Architecture Conference 2020 New York Using Python
SUMMARY: The purpose of this project is to practice web scraping by extracting specific pieces of information from a website. The web scraping Python code leverages the BeautifulSoup module. INTRODUCTION: The Software Architecture Conference covers the full range of topics in the software architecture discipline. Those topics include leadership and business skills, product management, and… Read More
