Quality and Wabi-Sabi

In his podcast, Akimbo, 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. The word “Quality” can have one of the three meanings: 1) deluxe-ness, 2) meeting specification or 3) right effort. For the industrial settings, meeting […]

Simple Classification Model for Bank Marketing Using R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Bank Marketing Data Set Data Set ML Model: Binary classification with numerical and categorical attributes Dataset Reference: http://archive.ics.uci.edu/ml/datasets/bank+marketing One source of potential performance benchmarks: https://www.kaggle.com/rouseguy/bankbalanced INTRODUCTION: The Bank Marketing dataset involves predicting the whether the bank clients […]

是時候了

(從我的一個喜歡與尊敬的作家,賽斯 高汀) 現在是時候去擺脫社交媒體營銷的快速繞圈而,但實際上從來沒有個目的地。 現在是時候去停止熙熙攘攘和打擾別人。 現在是時候去停止發送垃圾郵件並假裝的你很受歡迎。 現在是時候去停止為一般人製作泛泛的東西,但還希望你可以收取比普通商品還更高的價格。 現在是時候去停止乞求人們成為你的客戶,並停止你不敢對你自己出產的工作去收費。 現在是時候去停止尋找捷徑,並開始堅持走一條漫長而可行的道路。 現在是開始去作貢獻的時候了。

Changes in Organization

I was chatting with a friend of mine, who is experiencing stiff headwinds from assisting his consulting client on implementing an organizational change initiative. He talked about some of most vocal resistance coming from his client’s peer executives. His situation reminded me a book, Bare Bones Change Management: What you shouldn’t not do, by Bob […]

Regression Machine Learning Template Using R

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 for creating a machine learning template, I have pulled together a project template that can be used to support regression ML problems using R. The purpose of […]

會有彈幾次?

(從我的一個喜歡與尊敬的作家,賽斯 高汀) 有些事情,像比如你下一份的工作,有可能是一次就能打定。我在這裡,這是我的簡歷表,好吧,你被錄用了。 但大多數的時候,人生並不是這樣發生。 大多數是你與某人合作,你做出一個小項目。你寫了一篇文章,這文章導致成另一次會議。你為某人做出了一個稍大的項目。你做一個短片,這短片導致成一次演講,這演講導致成一個諮詢合同,然後你得到真正演出的機會。 在一個球落地之前,它有可能會彈幾次然後才會跳到你所希望的地方。 如果你持有一種完全你來我往交換的心態,只付出剛剛好足夠的努力去換取你現在需要的東西,並且遠離任何一切不是你目的地的目標,這不僅是你消除了所有多彈跳可能的選項 ,你也可能不見得會得到更多的樂趣或貢獻。

Multi-Class Machine Learning Template Using R

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 multi-class ML problems using R. The purpose of […]