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 Rock Paper Scissors dataset is a multi-class classification situation where we are… Read More
Web Scraping of Books to Scrape Using Selenium Take 2
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: Books to Scarpe is a fictional bookstore that desperately wants to be scraped according to its site owner. It is a safe place for beginners… Read More
Binary Classification Deep Learning Model for Horses or Human 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Horses or Humans dataset is a binary classification situation where we are… Read More
Time Series Model for Private Housing Permits for California Using Python and ARIMA
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 Private Housing Permits for California dataset is a time series situation where we are trying to… Read More
Binary Classification Deep Learning Model for Horses or Human 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Horses or Humans dataset is a binary classification situation where we are… Read More
Binary Classification Deep Learning Model for Horses or Human Using TensorFlow 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 Horses or Humans dataset is a binary classification situation where we are… Read More
Web Scraping of Books to Scrape Using Selenium Take 1
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: Books to Scarpe is a fictional bookstore that desperately wants to be scraped according to the site owner. It is a safe place for beginners… Read More
Binary Classification Deep Learning Model for BNP Paribas Cardif Claims Management 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The BNP Paribas Cardif Claims Management dataset is a binary classification situation where… Read More
Time Series Model for Metro Bus Ridership Using Python and ARIMA
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 Metro Bus Ridership dataset is a time series situation where we are trying to forecast future… Read More
Binary Classification Deep Learning Model for BNP Paribas Cardif Claims Management 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The BNP Paribas Cardif Claims Management dataset is a binary classification situation where… Read More
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