Web Scraping of O’Reilly Strata Data Conference 2019 New York Using R

SUMMARY: The purpose of this project is to practice web scraping by extracting specific pieces of information from a website. The web scraping R code leverages the rvest package. INTRODUCTION: The O’Reilly Strata Data Conference brings expert-led guidance on the tools and technologies that can enhance data strategies and projects. This web scraping script will… Read More

Multi-Class Classification Model for Faulty Steel Plates 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 Faulty Steel Plates dataset is a multi-class classification situation where we are… Read More

Time Series Modeling Project Template for Python Version 3

As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, [https://machinelearningmastery.com/machine-learning-project-template-in-r/] I have pulled together a project template that can be used to support time series analysis using the ARIMA modeling… Read More

Python Deep Learning Templates v3 for Classification and Regression

As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly. Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a project template that can be used to support modeling classification and regression problems using Python and… Read More

Binary Classification Model for Chronic Kidney Disease Using Keras

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 Chronic Kidney Disease dataset is a binary classification situation where we are… Read More

Web Scraping of O’Reilly Strata Data Conference 2019 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 O’Reilly Strata Data Conference brings expert-led guidance on the tools and technologies that can enhance data strategies and projects. This web scraping script will… Read More

Binary Classification Model for Chronic Kidney Disease 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 predictive model using various machine learning algorithms and to document the end-to-end steps using a template. The Chronic Kidney Disease dataset is a binary classification situation where we are… Read More

Multi-Class Classification Model for Glass Identification Using Keras

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 Glass Identification dataset is a multi-class classification situation where we are trying… Read More

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