atduskgreg

Interactive Machine Learning

Taught by Brad Knox at the MIT Media Lab in 2014. Course website. Lecture and visiting speaker notes.

• Power to the People: The Role of Humans in Interactive Machine Learning by Knox, Cakmak, Kulesza, Amershi, and Lau
• A Few Useful Things to Know about Machine Learning by Domingos
• Machine Learning that Matters by Wagstaff
• Beyond Concise and Colorful: Learning Intelligible Rules by Pazzani et al.
• [Designing Games with a Purpose] (https://www.cs.cmu.edu/~biglou/GWAP_CACM.pdf) by von Ahn and Dabbish
• [Human Model Evaluation in Interactive Supervised

vasanthk

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

1. Clarify and agree on the scope of the system

• User cases (description of sequences of events that, taken together, lead to a system doing something useful)
  • Who is going to use it?
  • How are they going to use it?

terakilobyte

JavaScript resources, all free online. They're ordered in diffuculty from top to bottom.

http://jsforcats.com/
https://www.youtube.com/playlist?list=PLeL6uTxQ-uX_5BpOb2FDNgG6SxjCs59Kv
https://www.youtube.com/watch?v=hQVTIJBZook
https://www.khanacademy.org/computing/computer-science/algorithms
http://speakingjs.com/es5/index.html
http://eloquentjavascript.net/index.html 
http://superherojs.com/
https://www.youtube.com/watch?v=8aGhZQkoFbQ