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 BeautifulSoup 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
Binary Classification Deep Learning Model for Cats and Dogs Using Keras Take 6
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 “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Time Series Model for Measles Cases in New York 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 Measles Cases in New York City dataset is a time series situation where we are trying… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Web Scraping of Machine Learning Mastery Blog 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: Dr. Jason Brownlee’s Machine Learning Mastery hosts its tutorial lessons at https://machinelearningmastery.com/blog. The purpose of this exercise is to practice web scraping by gathering the… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras 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 “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Time Series Model for Wisconsin Food Industry Employment 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 Wisconsin Food Industry Employment dataset is a time series situation where we are trying to forecast… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras 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 “Cats and Dogs” dataset is a binary classification situation where we are… Read More
Binary Classification Deep Learning Model for Cats and Dogs Using Keras 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 “Cats and Dogs” dataset is a binary classification situation where we are… Read More
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