Python Deep Learning Template v2 for Multi-Class 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 multi-class classification and regression problems using Python […]

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. […]

成長的方式

(從我一個尊敬的作家,賽斯·高汀) 一張清單做參考,您可以做相同或不同的事情⋯ 做更多相同的事 堅持原狀 大聲嚷嚷 做些不同的事情 改變你所做的事情 提高價格 降低價格 做得更好 講一個不同的故事 服務其他客戶 輸入新的細分 改變工作的下游影響 贏得信任 做出更大的承諾 做好組織 獲得更好的客戶 做些對某人來講是重要的工作

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 […]