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 Credit Card Default dataset is a binary classification situation where we are […]
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 time series prediction model and document the end-to-end steps using a template. The Ozone Concentration at Arosa dataset is a time series situation where we are trying to forecast […]
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 Credit Card Default dataset is a binary classification situation where we are […]
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 Wine Quality dataset is a regression situation where we are trying to […]
In his Akimbo podcast, 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. In this podcast, Seth discusses the US tradition of celebrating Thanksgiving and how cultural cohesion and commerce go together in many ways. Before 1910 […]
（從我一個尊敬的作家，賽斯·高汀） 這只是一個簡單的問題，但通常會被忽略，好像忽略它就會使這個問題消失。 一切值得做的事情都有難處。如果不難，那早就可以完成了。 我們可以希望如果多分配些資源並集中精力和精力，那麼困難的部分將變得比較容易。這就是我們工作的重點，去減少困難的部分。 但是，如果我們拒絕提問和回答這個問題，那麼我們又怎麼可能去專注於那些重要的事情呢？ 專注於不難的部分通常會感覺的更加有趣和輕鬆。或者把困難的部分假裝成很容易去做。 我認為，更好的是，如果我們認為一項工作值得去做，就認真的去做好那值得我們努力的部分。
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. […]
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 Wine Quality dataset is a regression situation where we are trying to […]
