Some useful learning sources
This is the collection of some of my favourite resources, my first and last resort. I am grateful to all the contributors in these websites,
Bioinformatics
| Web site | Info |
|---|---|
Harvard course | Collection of tutorials and videos from multiple instructors. |
Data Visualization
| Web site | Info |
|---|---|
Dataviz Inspiration | Visualize hundreds of methods by which data can be visualized. |
ggplot2 | ggplot2: Elegant Graphics for Data Analysis By Hadley Wickham, Danielle Navarro, and Thomas Lin Pedersen. |
Data visualization | Fundamentals of Data Visualization: A primer on making informative and compelling figures - By Claus O. Wilke . |
Programming
| Web site | Info |
|---|---|
Advanced R | Advanced R: Second edition by Hadley Wickham |
Statistics
| Web site | Info |
|---|---|
Random Services | Excellent resource for in-depth understanding of statistics |
ML with Andrew Ng | Full course on ML provided by Andrew Ng from Stanford University. 112 videos covering topics on ML and AI. |
JekyII / Liquid
| Web site | Info |
|---|---|
Jekyll | Transform your plain text into static websites and blogs. |
Jekyll Cheat Sheet | There are so many Jekyll variables and filters to remember and it can be tricky to keep it all in your head. This cheat sheet serves as a quick reference of everything Jekyll can do. |
Liquid for Designers | Liquid for Designers wiki on GitHub |
Liquid for Programmers | Liquid for Programmers wiki on GitHub |
Liquid Reference | Liquid is a template language created by Shopify and written in Ruby. It is now available as an open source project on GitHub |
Web Design
| Web site | Info |
|---|---|
W3Schools | W3Schools offers free online tutorials, references and exercises in all the major languages of the web. Covering popular subjects like HTML, CSS, JavaScript, Python, SQL, Java, and many more. |