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Pragmatic Thinking and Learning

This blog is the notes for the book: Pragmatic Thinking and Learning: Refactor Your Wetware by Andy Hunt. Tips Always consider the context. Rules for novices, intuition for experts. ...

Daily Code Notes

Nov. 2018 Nov. 15 Insert picture to markdown. 1 2 ![name](/assets/img/file.jpg) ![name](/assets/img/file.jpg) Tasks in markdown. 1 2 - [ ] task to do - [x] task done ...

An Introduction to Categorical Data Analysis

Chapter 2: Contingency Tables 2.1 Three probabilities: Joint, Marginal and Conditional. Sensitivity and Specificity Statistically independence: if the population conditional distributions ...

Testing Statistical Hypotheses

Chapter 3 3.1 Definitions: size power power function Adjust alpha according to the power.

Shortcuts Collection

Adobe Acrobat Reader Function Shortcut Current Highlighting tool U Circling through highlighting tools: Highlighter, Underline Text...

R Notes

Read excel file into R. library(gdata) data <- read.xls(file, header = TRUE) Merge two data frame. merge(data frame 1, data frame 2, by = "ID", all.x = TRUE, all.y = TRUE)

R Server installation

Installing the R Server is motivated by a wechat article 搭建你的免费R云端服务器. It uses the Machine Learning Server which recently becomes free to the public by Microsoft. The installation of Machine Learni...

Learning How to Learn

This Blog is a note for the course on Coursera – Learning How to Learn: Powerful mental tools to help you master tough subjects. The transcript file is also helpful. Week 1 There are two different...

Fastai Notes

The notes are for the course Introduction to Machine Learning for Coders.

Reading Notes

autoauto- The Ph.D. Grind: A Ph.D. Student Memoirauto- The Willpower Instinctauto - ONE - I Will, I Won’t, I Want: What Willpower Is, and Why It Mattersauto - TWO - The Willpower Instinct: Y...