Difference between revision 2 and current revision
No diff available.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 |
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 |
Name | Description | Status | Notes | ||||||
databases and database theory | not started | ||||||||
stochastic programming | not started | ||||||||
Read Design Concepts in Programming Languages (see http://web.eecs.umich.edu/~bchandra/courses/papers/Turbak_6.821/ ) | not started | ||||||||
Read Types and Programming Languages by Pierce | not started |
Note: the awesome stuff that Vaughn Pratt taught is on mathToLearn, not this page.