Material already "learned" in class that should be reviewed (this has first priority because the reward per unit time is better since I already half understand this stuff):
| Name | Description | Status | Notes | |
| Bayesian networks | Stanford course CS228 | not started | read Jensen's book and reread course notes | |
| Read basic AI, ML textbooks | Read Rich & Knight, Mitchell, Langley, Manning, Nilsson, Duda et al, Russel & Norvig books cover to cover | in the middle of Rich & Knight | been dying to read these for years... | |
| Read neural net textbooks | Read Bishop, Haykin | in the middle of Bishop, on hold | | |
| Review quantum computation course notes | Stanford used to offer a course by Colin Williams -- it was great | not started | Maybe should get one of Colin's books 1 2 |
| Review course reader from CS227 | "Artificial Intelligence Algorithms" | not started | | |
| algorithms | shadow a class on algorithms | not started | | |
| GRE subject test | learn whatever else is needed | not started | | |
| Read Commonsense Reasoning | | not started | | |
| Get up to date with current commonsense dbs, software tools, research | | not started | | |
| Get up to date with current ambiguity and paraconsistency research | | not started | | |
| Get up to date with current automated programming research | | not started | | |
| Read Knowledge, Representation, and Reasoning | | not started | | |
| Read Design Patterns | | barely started | | |
| basic algorithms | learn the algs in this http://cstheory.stackexchange.com/questions/19759/core-algorithms-deployed/19773#19773 , mb from CLR | not started | | |
| read Java Collections Library | http://www.docjar.com/html/api/java/util/HashMap.java.html | not started | | |
| AI conferences | tutorials and paper awards at and invited speakers at: ijcai, icml, ? | not started | http://ijcai-15.org/index.php/list-of-tutorials http://ijcai-15.org/index.php/ijcai-15-paper-awards http://icml.cc/2015/?page_id=97 http://icml.cc/2015/?page_id=51 | |
| AI journals | aaai, ? | not started | | |
Languages
| lisp | scheme, clojure, mb CL, but which others? | not started | read "On Lisp" | |
| IO | | not started | | |
| self | | not started | | |
| ruby | | not started | | |
| haskell | | started | | |
| scala | | | not started | |
| go | | | not started | |
| D | | | not started | |
| prolog | | not started | | |
| forth | | not started | | |
New stuff
Note: the awesome stuff that Vaughn Pratt taught is on mathToLearn, not this page.
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