2011-AI: Difference between revisions
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* Week 1 | * Week 1 | ||
** [[AI class unit 1|Welcome to AI]] | ** [[AI class unit 1|Unit 1: Welcome to AI]] | ||
** [[AI class unit 2|Problem Solving]] | ** [[AI class unit 2|Unit 2: Problem Solving]] | ||
** [[AI class homework 1|Homework 1]] | ** [[AI class homework 1|Homework 1]] | ||
* Week 2 | * Week 2 | ||
** [[AI class unit 3|Probability in AI]] | ** [[AI class unit 3|Unit 3: Probability in AI]] | ||
** [[AI class unit 4|Probabilistic Inference]] | ** [[AI class unit 4|Unit 4: Probabilistic Inference]] | ||
** [[AI class homework 2|Homework 2]] | ** [[AI class homework 2|Homework 2]] | ||
* Week 3 | |||
** [[AI class unit 5|Unit 5: Machine Learning]] | |||
** [[AI class unit 6|Unit 6: Unsupervised Learning]] | |||
** [[AI class homework 3|Homework 3]] | |||
= Discussion = | = Discussion = | ||
Revision as of 13:19, 29 October 2011
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
Documentation
- AI class prerequisites for prerequisites
- AI class readings for the readings
- AI class overview for an overview
- AI class journal for my journal
Resources
Lecture notes
- Week 1
- Week 2
- Week 3
Discussion
- Practising probability calculations
- Norvig defines conditional probability in terms of unconditional probability
- Probability cheatsheet for AI
Other people's notes
- 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