COURSE LIST

For my dear daughter - Amy

Linux Courses

Linux File System/Structure Explained! - DorianDotSlash

Mix (on Linux) - DorianDotSlash

Linux Tutorial For Beginners - 1 | Linux Administration Tutorial | Linux Commands | Edureka

Linux Tutorial for Beginners: Introduction to Linux Operating System - Guru99

22 Essential Linux Commands (su, PATH, PIPING, cat, ps, bg, jobs..) - XPSTECH

The Complete Linux Course: Beginner to Power User! - Joseph Delgadillo

Embracing Linux (channel) - ExplainingComputers

Embracing Linux: Bootable USB Drive - ExplainingComputers

Linuxize

Linux Distros

Ubuntu Studio: Creative Linux Distro - ExplainingComputers

Spreadsheet Courses

(OpenOffice.org) Spreadsheet Tutorials - ExplainingComputers

Bash Courses

Bash Basics

Bash Scripting - TheUrbanPenguin

Bash Scripting 2 - TheUrbanPenguin


Python Courses

Learn Python 3 in One Video - Derek Banas

Python Tutorial for Beginners [Full Course] Learn Python for Web Development - Mosh Hamedani

Learn Python - Full Course for Beginners [Tutorial] - freeCodeCamp.org

Python Full Course - Learn Python in 12 Hours | Python Tutorial For Beginners | Edureka

Python Course | Python Tutorial for Beginners | Intellipaat

Python for Everybody - Full Course with Dr. Chuck - freeCodeCamp.org


Tmux Courses

tmux - LearnLinuxTV


Vim Courses

Vim Tutorial - Ben Awad

Note and citation system with vim and pandoc - nixcasts

Vim notetaking tips - nixcasts

vimwiki - Notetaking with Markdown and Preview - Linux TUI - gotbletu

Writing and Previewing Markdown in Real Time with Vim 8+ - Nick Janetakis

Note Taking in vim with markdown and pandoc and bears

Mastering the Vim Language

Let Vim Do the Typing

A Vid in which Vim Saves Me Hours & Hundreds of Clicks

Productivity Setup with Vimwiki, Taskwarrior and MDwiki: Part 1

Productivity Setup with Vimwiki, Part 2: Taskwarrior Integration

I Should Have Just Used Vimwiki From The Start

Notetaking in Vim

Markdown courses

Markdown cheatsheet

LaTeX Courses

Texstudio (mixed tutorial) - N Bwm

LaTeX Tutorial - Luke Smith


Productivity: Zotero and BibTeX Courses and other things

Software / apps I used as a PhD student - Telly'sMarineTales

The Best Productivity Apps for Students - Ali Abdaal

Learn how to use Zotero in 30 minutes - Paul V. Galvin Library

Tutorial: Getting Started with Zotero 4 - Nicholas Cifuentes-Goodbody

Using Better Bib(La)Tex - Nicholas Cifuentes-Goodbody

Zotero and BibTeX - Debbie Hurwitz

What's a bib file? - Nicholas Cifuentes-Goodbody

Using Pandoc - Nicholas Cifuentes-Goodbody

Sublime Text- Nicholas Cifuentes-Goodbody

Academic Writing in Markdown - Nicholas Cifuentes-Goodbody

Outlines: Tips for Preparing Large Writing Projects - Nicholas Cifuentes-Goodbody

Using Marked 2 - Nicholas Cifuentes-Goodbody

Making Tables - Nicholas Cifuentes-Goodbody

Tips on Taking Notes - Nicholas Cifuentes-Goodbody

Zotero Quick Tip: Title Capitalization - Nicholas Cifuentes-Goodbody

Jabref (Reference Manager) for Latex Quick Start Tutorial - Scientific Rana

LaTeX Tutorials 01: Software Needed and Basic Document - Bob Granzow

LaTeX Tutorials 02: Using Bibliography Managers - Bob Granzow

Computer related Courses

Explaining File Systems: NTFS, exFAT, FAT32, ext4 & More - ExplainingComputers

PLAYLISTS - ExplainingComputers

Programming Courses

Introduction to Programming - Basics - TDChannel

How To Think Like A Programmer - Coding Tech

MIT Course - Computer Science

Lecture 1: Course Overview + The Shell (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 2: Shell Tools and Scripting (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 3: Editors (vim) (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 4: Data Wrangling (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 5: Command-line Environment (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 6: Version Control (git) (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 7: Debugging and Profiling (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 8: Metaprogramming (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 9: Security and Cryptography (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 10: Potpourri (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.

Lecture 11: Q&A (2020) - Missing Semester You can find the lecture notes and exercises for this lecture here.


Other Courses

Playlists - TheUrbanPenguin

All Tutorials - LearnLinuxTV

PLAYLISTS - LearnLinuxTV


University Courses

World Top University Courses list - academicearth.org

Harvard Courses Official Link

Stanford University Courses

Machine Learning at Stanford University

Programming for Everybody (Getting Started with Python) at University of Michigan

Free Courses On Coursera

Free 115 Courses Certificate till end of July, 2020

Statistics Courses

中文课程

医学统计学-郝元涛(中山大学)

教育統計學-李政軒(臺中教育大學)

英文课程

MarinStatsLectures-Mike Marin

StatisticsofDOOM

Stat Trek - Teach yourself statistics

Biostatistics - UFL