2011-AI: Difference between revisions

From John's wiki
Jump to navigation Jump to search
No edit summary
m (moved AI class to 2011-AI)
 
(32 intermediate revisions by the same user not shown)
Line 1: Line 1:
[[File:Untitled.PNG]]
These are my notes from [http://robots.stanford.edu/ Sebastian Thrun] and [http://norvig.com/ Peter Norvig]'s [http://ai-class.org/ AI class]. A course on Artificial Intelligence.
These are my notes from [http://robots.stanford.edu/ Sebastian Thrun] and [http://norvig.com/ Peter Norvig]'s [http://ai-class.org/ AI class]. A course on Artificial Intelligence.


Course undertaken October to December 2011. Here goes nothing. :P
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 =
= Resources =
Line 9: Line 23:
** [http://www.reddit.com/r/aiclass Reddit forum]
** [http://www.reddit.com/r/aiclass Reddit forum]
** [http://www.aiqus.com/ Aiqus forum]
** [http://www.aiqus.com/ Aiqus forum]
*** [http://www.aiqus.com/users/1817/peter-norvig Peter Norvig on Aiqus]
* [https://www.ai-class.com/registration/progress Course progress]
* [https://www.ai-class.com/registration/progress Course progress]
* [https://www.ai-class.com/overview Course information]
* [https://www.ai-class.com/overview Course information]
Line 14: Line 29:
** [https://www.ai-class.com/resources Course related material]
** [https://www.ai-class.com/resources Course related material]
** [https://www.ai-class.com/schedule Course schedule]
** [https://www.ai-class.com/schedule Course schedule]
* [http://mike.thedt.net/ytsubs/ytsubs.php YouTube closed-captions ripper]


= Documentation =
= Lecture notes =
 
* Week 1
** [[AI class unit 1|Welcome to AI]]
** [[AI class unit 2|Problem Solving]]
** [[AI class homework 1|Homework 1]]
* Week 2
** [[AI class unit 3|Probability in AI]]
** [[AI class unit 4|Probabilistic Inference]]
** [[AI class homework 2|Homework 2]]
* Week 3
** [[AI class unit 5|Machine Learning]]
** [[AI class unit 6|Unsupervised Learning]]
** [[AI class homework 3|Homework 3]]
* Week 4
** [[AI class unit 7|Representation with Logic]]
** [[AI class unit 8|Planning]]
** [[AI class homework 4|Homework 4]]
* Week 5
** [[AI class unit 9|Planning under Uncertainty]]
** [[AI class unit 10|Reinforcement Learning]]
** [[AI class homework 5|Homework 5]]
 
= Office hours =
 
* [http://www.youtube.com/watch?v=pIfrmdM0Ht0 Office hours 1]
* [http://www.youtube.com/watch?v=ajMKay1LMRw Office hours 2]
* [http://www.youtube.com/watch?v=iL0fFmNWb0A Office Hours for Week 5]
* [http://www.youtube.com/watch?v=7cPOkxHtxJ8 Office Hours for Week 6]
* Office hours for Week 7: [http://www.youtube.com/watch?v=XF_ACsJiz64 part 1] and [http://www.youtube.com/watch?v=Y6LF-_-pMgI part 2]
 
= Discussion =
 
* [http://www.aiqus.com/questions/5378/practicing-probability-calculations Practising probability calculations]
* [http://www.aiqus.com/questions/4152/thinking-about-giving-up-the-course Norvig defines conditional probability in terms of unconditional probability]
* [http://www.aiqus.com/questions/4183/probability-cheatsheet-for-ai-class Probability cheatsheet for AI]
 
= Other people's notes =


* [[AI class overview]] for an overview
* [https://docs.google.com/viewer?a=v&pid=explorer&chrome=true&srcid=0B0JaMwvGlHuEYTE1MWI5NzgtZTViMC00YmNlLWI5ZjktZjg0YWM1MTcxYzAy&hl=en_US Conditional Independence Write-Up]
* [[AI class journal]] for my journal
** [https://docs.google.com/viewer?a=v&pid=explorer&chrome=true&srcid=0B0JaMwvGlHuEOWM3MTliYTgtODZjNi00NGY3LTkzNTAtYWYyMDUzM2JlMTE1&hl=en_US Independence does not imply conditional independence...]
* [https://www.evernote.com/shard/s1/sh/333fb301-8d12-4927-87ec-c81cdd42b7d2/240bbab26642f5d49d32c38053e905f6 Unit 5 on evernote]
* [http://wiki.geekdownunder.net/index.php?title=Main_Page GeekDownUnder]
** [http://www.khanacademy.org Khan Academy]: free online video lectures on a variety of topics
** [http://openclassroom.stanford.edu/MainFolder/VideoPage.php?course=MachineLearning&video=01.5-Introduction-InstallingOctave&speed=100 Installing Octave]: video tutor about installing Octave
** [http://www.gnu.org/software/octave/doc/interpreter/ Octave Documentation]: documentation of Octave
** [http://guioctave.com/ Gui Octave]: graphical User Interface for Octave
** [http://thedatahub.org/ The Data Hub]: a registry of open knowledge datasets and projects
* [http://larvecode.tumblr.com/tagged/ai-class LarveCode]


= Lecture notes =
= Practice questions =


* [[AI class week 1|Week 1]]: [[AI_class_week_1#Welcome_to_AI|Welcome to AI]], [[AI_class_week_1#Problem_Solving|Problem Solving]]
* [http://www.maths.uq.edu.au/courses/MATH3104/Lectures/goodhill/bayes_solutions.pdf MATH 3104: Practice with Bayes theorem]
* [http://www.intmath.com/counting-probability/10-bayes-theorem.php 10. Bayes' Theorem]

Latest revision as of 15:54, 10 November 2013

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

Resources

Lecture notes

Office hours

Discussion

Other people's notes

Practice questions

Retrieved from "https://www.jj5.net/wiki/mediawiki/index.php?title=2011-AI&oldid=1888"