Multi-Class Image Classification Model for Colorectal Cancer Histology Using TensorFlow Take 3

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict […]

Multi-Class Image Classification Model for Colorectal Cancer Histology Using TensorFlow Take 2

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict […]

Annie Duke on Thinking in Bets, Part 5

In her book, Thinking in Bets: Making Smarter Decisions When You Don’t Have All the Facts, Annie Duke draws on examples from business, sports, politics, and poker to share tools anyone can use to embrace uncertainty and make better decisions. These are some of my favorite concepts and takeaways from reading the book. “If it […]

關於沉沒成本

(從我一個尊敬的作家,賽斯·高汀) 明天又是另一個機會。 那邊有三十個人正在等你來幫助他們建立聯繫,帶領他們或使事情變得更好。但是,如果您仍然在這里為卡住的項目辯護,那麼您投入的太多,您將無法為他們效力。 那些需要您的聲音或產品的客戶,合作夥伴,和學生將無法從你身上來受益,因為您正在努力的將自己從以前的漏洞中挖掘出來,這種情況會比以往更加困難來通過。 您可以輕鬆地將注意力集中在我們面前的問題上,並確定這個問題(只有這個問題)才是我們要解決的問題。但是,一切都要付出代價,而且這樣做時失去的機會是真實存在的,即使您沒有註意到也是如此。 當然,當事情變得困難時,我們不會通過從一件事過渡到另一件事來做出貢獻。但是,如果我們無法退出一個霸佔我們精力的項目,我們遲早會賣空自己(並傷害我們能夠服務的人)。 昨天發生的事情已經發生了。這是以前的你給現在的你一件禮物。如果您不想接受,您則不必接受。

Multi-Class Image Classification Model for Colorectal Cancer Histology Using TensorFlow Take 1

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: This project aims to construct a predictive model using a TensorFlow convolutional neural network (CNN) and document the end-to-end steps using a template. The Colorectal Cancer Histology dataset is a multi-class classification situation where we attempt to predict […]