Binary Classification Model for Breast Cancer Wisconsin (Original) 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 Breast Cancer Wisconsin dataset is a binary classification situation where we are […]

Web Scraping of O’Reilly Artificial Intelligence Conference 2019 San Jose 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 Artificial Intelligence (AI) Conference covers the full range of topics in leveraging the AI technologies for developing software applications and creating innovative solutions. […]


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Python Deep Learning Template v1 for 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 regression problems using Python and the Keras […]

Bob Lewis on IT Projects, Part 2

In the book, There’s No Such Thing as an IT Project: A Handbook for Intentional Business Change, Bob Lewis and co-author Dave Kaiser analyzed and discussed the new ways of thinking about IT and business management. These are some of my takeaways from reading the book. In “The New Business/IT Conversation” chapter, Bob and Dave […]

Day Trading vs Patient Capital

In his Akimbo podcast, Seth Godin teaches us how to adopt a posture of possibility, change the culture, and choose to make a difference. Here are my takeaways from the episode. In this podcast, Seth discusses culture change via the day trading way and the patient capital approach. The day trading way permeates many aspects […]