1. 课程资源
汇总了一些跟目前教学有关的课程资源，主要涉及我目前主讲的几门课程。
心理健康教育
社会认知与实验
统计与测量
Seeing theory
A visual introduction to probablity and statistics. 这是一个可视化统计理论的网站，包括一些基础概率论的可视化，还有很多推论统计的方法，例如ci, p value。
Open Stats Lab
Open Stats Lab 可以通过以往的心理学公开数据进行统计学习。
Big Data
2. 学术软件
Python
Python 基础教程
- https://www.tutorialspoint.com/python/
- https://morvanzhou.github.io/tutorials/python-basic/
- http://www.djmannion.net/psych_programming/index.html
Machine learing
- https://morvanzhou.github.io/tutorials/machine-learning/
- https://github.com/kashyap32/AI-resources/blob/master/README.md?from=timeline&isappinstalled=0
Psychopy 教程
- http://www.djmannion.net/psych_programming/index.html
- http://lindeloev.net/psychopy-course/
- https://www.socsci.ru.nl/wilberth/psychopy/02hello.html
- http://sapir.psych.wisc.edu/wiki/index.php/Psych711
- http://nbviewer.jupyter.org/github/gestaltrevision/python_for_visres/blob/master/index.ipynb
- https://www.socsci.ru.nl/wilberth/nocms/psychopy/print.php
- http://gestaltrevision.be/wiki/python/python
- http://sapir.psych.wisc.edu/wiki/index.php/Main_Page
- https://www.youtube.com/playlist?list=PLuqBA9VDSXk6oOFsRZqQVZ8gjhHXbIJ2c
- https://www.youtube.com/watch?v=5wz4xPTOAs0&t=384s
Zetore
Matlab
- 分析 ERP 和 EEG 数据的教程，Data analysis lecturelets by Mike X Cohen
R & Rstudio
1. R blogdown: Creating Websites with R Markdown
R blogdown是由谢益辉开发的r包，可以方便地用r通过GitHub page发布blog。
Xie, Yihui. 2016a. Bookdown: Authoring Books and Technical Documents with R Markdown. Boca Raton, Florida: Chapman; Hall/CRC. https://github.com/rstudio/bookdown.
2. R bookdown: Authoring Books and Technical Documents with R Markdown
R bookdown也是由谢益辉开发的r包，可以方便地用它来写书。 https://bookdown.org/home/
3. Quick R
About Quick-R: R is an elegant and comprehensive statistical and graphical programming language. Unfortunately, it can also have a steep learning curve. I created this website for both current R users, and experienced users of other statistical packages (e.g., SAS, SPSS, Stata) who would like to transition to R. My goal is to help you quickly access this language in your work.
3. Writing
Online Courses for Writing in Science “This course teaches scientists to become more effective writers, using practical examples and exercises…”
William Strunk Jr et al. “…a marvellous and timeless little book… Here, succinctly, elegantly and without fuss are the essentials of writing clear, correct English.” John Clare, “The Telegraph” PDF在这里