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 CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Multi-Class Deep Learning Model for CIFAR-10 Object Recognition 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 CIFAR-10 dataset is a multi-class classification situation where we are trying to… Read More
Web Scraping of O’Reilly Software Architecture Conference 2019 Berlin 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
Multi-Class Deep Learning Model for MNIST Handwritten Digits 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 MNIST dataset is a multi-class classification situation where we are trying to… Read More
Time Series Model for Monthly Rainfall Coppermine 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 Rain Coppermine dataset is a time series situation where we are trying to forecast future… Read More
Multi-Class Deep Learning Model for MNIST Handwritten Digits 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 MNIST dataset is a multi-class classification situation where we are trying to… Read More
Multi-Class Deep Learning Model for Fashion-MNIST 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 Fashion MNIST dataset is a multi-class classification situation where we are trying… Read More
Web Scraping of O’Reilly Velocity Conference 2019 Berlin 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: TThe Velocity Conference covers the full range of skills, approaches, and technologies for building and managing large-scale, cloud-native systems. This web scraping script will automatically… Read More
Multi-Class Deep Learning Model for Fashion-MNIST 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 Fashion MNIST dataset is a multi-class classification situation where we are trying… Read More
Time Series Model for Annual Immigration into the USA 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 Annual Immigration into the USA dataset is a time series situation where we are trying to… Read More
Daines Analytics 
You must be logged in to post a comment.