2011-AI
These are my notes from Sebastian Thrun and Peter Norvig's AI class. A course on Artificial Intelligence.
Course undertaken October to December 2011. Here goes nothing. :P
Welcome
Hi there. My on-going involvement in this class is sketchy at best. I have a whole heap of other things that I'm meant to be doing, and having done half the class I'm not sure that it's the right thing for me. Anyway, I've really enjoyed doing what I've done so far and if there's something here that's useful to you that's great. But I'm not sure that I'm going to be finishing my work here. Sorry.
Documentation
- AI class prerequisites for prerequisites
- AI class readings for the readings
- AI class overview for an overview
- AI class journal for my journal
- AI class errata for my notes on mistakes I've found in the coursework
Resources
Lecture notes
- Week 1
- Week 2
- Week 3
- Week 4
- Week 5
Office hours
- Office hours 1
- Office hours 2
- Office Hours for Week 5
- Office Hours for Week 6
- Office hours for Week 7: part 1 and part 2
Discussion
- Practising probability calculations
- Norvig defines conditional probability in terms of unconditional probability
- Probability cheatsheet for AI
Other people's notes
- Conditional Independence Write-Up
- Unit 5 on evernote
- GeekDownUnder
- Khan Academy: free online video lectures on a variety of topics
- Installing Octave: video tutor about installing Octave
- Octave Documentation: documentation of Octave
- Gui Octave: graphical User Interface for Octave
- The Data Hub: a registry of open knowledge datasets and projects
- LarveCode