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 Z-Alizadeh Sani CAD dataset is a binary classification situation where we are… Read More
Using Docker to Build Data Science Environments with RStudio
I have been using Docker to create environments for data science work. With Docker, I was able to painlessly create the environments with a degree of accuracy and consistency. After getting exposed to using Docker for environment creation, it is hard to imagine doing it any other ways. For more information, I encourage you to… Read More
Using Docker to Build Data Science Environments with Anaconda
I have been using Docker to create environments for data science work. With Docker, I was able to painlessly create the environments with a degree of accuracy and consistency. After getting exposed to using Docker for environment creation, it is hard to imagine doing it any other ways. For more information, I encourage you to… Read More
Web Scraping of Daines Analytics Blog Using BeautifulSoup
SUMMARY: The purpose of this project is to practice web scraping by gathering specific pieces of information from a website. The web scraping code was written in Python and leveraged the BeautifulSoup module. INTRODUCTION: Daines Analytics hosts its blog at dainesanalytics.blog. The purpose of this exercise is to practice web scraping by gathering the blog… Read More
Binary Classification Model for Heart Disease Study Using Python 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 Heart Disease dataset is a binary classification situation where we are trying… Read More
Binary Classification Model for Heart Disease Study Using Python 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 Heart Disease dataset is a binary classification situation where we are trying… Read More
Binary Classification Model for Heart Disease Study Using Python 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 Heart Disease dataset is a binary classification situation where we are trying… Read More
Binary Classification Model for Heart Disease Study 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 prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Heart Disease dataset is a binary classification situation where we are trying… Read More
Binary Classification Model for Heart Disease Study 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 prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Heart Disease dataset is a binary classification situation where we are trying… Read More
Web Scraping Templates for Python with BeautifulSoup
As I work on practicing and solving web scraping 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 set of project templates that can be used to support web scraping tasks using Python. The Python… Read More
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