# Simple Regression Model for Predicting Abalone Age Using R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. For more information on this case study project, please consult Dr. Brownlee’s blog post at https://machinelearningmastery.com/standard-machine-learning-datasets/. Dataset Used: Abalone Data Set Data Set ML Model: Regression with Categorical, Integer, Real attributes Dataset Reference: http://archive.ics.uci.edu/ml/datasets/Abalone The Abalone Dataset involves predicting […]

# 有趣，緊急，或是基於恐懼

（從我的一個喜歡與尊敬的作家，賽斯 高汀） 我們整天大部分在做的工作就是這三種其中之一。 有趣的工作：它很有趣，它讓我們滿意，讓人們微笑。 緊急的工作：有人（或者我們自已）認為已經火燒眉毛，在做其他任何事情之前必須將其撲滅。 基於恐懼的工作：這是最常見的，我們所做的事情只是為了保護自己與免受恐懼。 不在此列表中的一項：重要的工作。 確實很少有人去做重要的工作。 但這也是最珍貴的。

# Understand the Project

In the book, Bare Bone Project Management: What you can’t not do, Bob Lewis explains the seven must-have elements for any project to have a chance of succeeding. Here are my takeaways on the topic discussed in the book. One critical responsibility of project manager is to ensure members of the project team have the […]

# Provision a LAMP Server in the AWS GovCloud Region

This is my notes for provisioning a LAMP server in the Amazon Web Services (AWS) GovCloud region using Amazon’s Linux AMI. I had to set up a LAMP server and secured it with HTTPS. These notes outlined my installation process during the week of 12 March 2018. My goal for this document is to list […]

# 嚴格的要求

（從我的一個喜歡與尊敬的作家，賽斯 高汀） 當一個項目動盪不安的時候，或是在緊急關鍵，或是在共鳴關頭，是很容易讓我們會放棄嚴格的紀律。 畢竟，這是一個緊急情況。沒有時間去走全部的過程，去做好需要的準備，去尋求最佳的實踐，或者去花時間做逆向工程來達到預期的結果。 其實，事實正好是相反。 如果我們的項目是值得一提，那就表示它值得去好好的做。 做好設計，做好閱讀，做好預算。 嚴格的把事情都做好了。

# Sponsorship and Governance

In the book, Bare Bone Project Management: What you can’t not do, Bob Lewis explains the seven must-have elements for any project to have a chance of succeeding. Here are my takeaways on the topics discussed in the book. For a project to have a chance of success, it must have the necessary sponsorship and […]

# The Dip Final Exam, Part 3

In the book, The Dip: A Little Book That Teaches You When to Quit (and When to Stick), Seth Godin teaches us why we should always strive to be “the best in the world.” Here are my reflections on the topics discussed in the book. Towards the end of the book, Seth asked the following […]

# Ensemble Classification Model for the Sonar Dataset with R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. For more information on this case study project, please consult Dr. Brownlee’s blog post at https://machinelearningmastery.com/standard-machine-learning-datasets/. Dataset Used: Connectionist Bench (Sonar, Mines vs. Rocks) Data Set ML Model: Classification, numeric inputs Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Connectionist+Bench+%28Sonar%2C+Mines+vs.+Rocks%29 The Sonar Dataset involves the […]