Multi-Class Deep Learning Model for CIFAR-10 Object Recognition 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 CIFAR-10 dataset is a multi-class classification situation where we are trying to […]

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 […]

Bob Lewis on IT Projects, Part 7

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 “The Seven Change Disciplines” chapter, Bob and […]

落敗的風格

(從我一個尊敬的作家,賽斯·高汀) 這數學不得不令人信服。您將會輸掉大多數參加的比賽。這怎麼可能是其他方式呢?在一百,一千或十億人競爭的情況下,只有一個人獲勝。 這意味著您將根據落敗的方式而不是獲勝的方式來觀察和衡量您自己。 大部分人所知取勝的方法通常是完全配合,為法官提供他們想要的東西,像其他所有人一樣訓練,但要加倍努力。 但是落敗的風格是去創造可能性。去更有創新力。去做慷慨的工作來值得他人一提。 如果您將要落敗(很可能會落敗),那為什麼不落敗的有風格些?

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 […]

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 […]

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 […]