Reference material
From 6.034 Wiki
(Difference between revisions)
(commented out Sussman slides) |
(→Topics and Playlist 2016) |
||
(19 intermediate revisions not shown.) | |||
Line 1: | Line 1: | ||
- | = Topics and Playlist | + | = Topics and Playlist 2016 = |
Assignment of material to quizzes is tentative, but final assignment will be announced | Assignment of material to quizzes is tentative, but final assignment will be announced | ||
Line 10: | Line 10: | ||
! September !!Day!! Topic !! Quiz # !! Playlist | ! September !!Day!! Topic !! Quiz # !! Playlist | ||
|- | |- | ||
- | | | + | | 7 || Wed || What it's all about ||<!-- 1 --> || This could be the last time, Stones |
|- | |- | ||
- | | | + | | 9 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || Start me up, Stones |
|- | |- | ||
- | | | + | | 12 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || It's Only Rock and Roll |
|- | |- | ||
- | | | + | | 14 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles |
|- | |- | ||
- | | | + | | 16 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones |
|- | |- | ||
- | | | + | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Olympic Anthem |
|- | |- | ||
- | | | + | | 21 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2 || I Can't Get No Satisfaction, Stones |
|- | |- | ||
- | | | + | | 23 || Fri || Holiday: Student || - || - |
|- | |- | ||
- | | | + | | 26 || Mon || Constraints in resource allocation || 2 || Paint it Black, Stones |
|- | |- | ||
- | | | + | | 28 || Wed || Quiz 1|| - || - |
+ | |- | ||
+ | | 30 || Fri || Gerald J. Sussman || 2rn || - | ||
|- | |- | ||
! October !!Day!! Topic !! Quiz #!! Playlist | ! October !!Day!! Topic !! Quiz #!! Playlist | ||
|- | |- | ||
- | | | + | | 3 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 2 || ABC song, Ray Charles et al. |
|- | |- | ||
- | | 5 || | + | | 5 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || - <!-- Romanian national anthem, Desteapta-te române! --> |
|- | |- | ||
- | | 7 || | + | | 7 || Fri || Edward Boyden: Real neural nets || 2srn || - |
|- | |- | ||
- | | | + | | 10 || Mon || Holiday: Columbus day || - || - |
|- | |- | ||
- | | 12 || | + | | 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones |
+ | |- | ||
+ | | 14 || Fri || Deep neural nets || 2srn || Ain't no mountain high enough, Marvin Gaye | ||
+ | |- | ||
+ | | 17 || Mon || Nancy Kanwisher: What lights up when you think || 2srn || - | ||
|- | |- | ||
- | | | + | | 19 || Wed || Quiz 2|| - || - |
|- | |- | ||
- | | | + | | 21 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones |
|- | |- | ||
- | | | + | | 24 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3/3srn || You talk too much, Peas |
|- | |- | ||
- | | | + | | 26 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines], [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || Oh no, not you again, Stones |
- | + | ||
- | + | ||
|- | |- | ||
- | | | + | | 28 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3/3srn || Miss You, Stones <!-- Shippin up to Boston, Dropkick Murphys Imma Be Rocking |
that Body, Peas --> | that Body, Peas --> | ||
- | |||
- | |||
- | |||
- | |||
- | |||
- |
Revision as of 22:33, 20 October 2016
Topics and Playlist 2016
Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz.
srn in an assignment means the material will be in the "spiritual" and "right-now" part of the quiz. See Grading and collaboration policy.
September | Day | Topic | Quiz # | Playlist |
---|---|---|---|---|
7 | Wed | What it's all about | This could be the last time, Stones | |
9 | Fri | Goal trees and problem solving | 1 | Start me up, Stones |
12 | Mon | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll |
14 | Wed | Lightning review: Basic search | 1 | Searchin', Beatles |
16 | Fri | Optimal search | 1 | Route 66, Stones |
19 | Mon | Games | 1 | Olympic Anthem |
21 | Wed | Constraints in interpretation | 2 | I Can't Get No Satisfaction, Stones |
23 | Fri | Holiday: Student | - | - |
26 | Mon | Constraints in resource allocation | 2 | Paint it Black, Stones |
28 | Wed | Quiz 1 | - | - |
30 | Fri | Gerald J. Sussman | 2rn | - |
October | Day | Topic | Quiz # | Playlist |
3 | Mon | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
5 | Wed | Identification tree learning | 2 | - |
7 | Fri | Edward Boyden: Real neural nets | 2srn | - |
10 | Mon | Holiday: Columbus day | - | - |
12 | Wed | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
14 | Fri | Deep neural nets | 2srn | Ain't no mountain high enough, Marvin Gaye |
17 | Mon | Nancy Kanwisher: What lights up when you think | 2srn | - |
19 | Wed | Quiz 2 | - | - |
21 | Fri | Genetic algorithms | 3srn | Let's spend the night together, Stones |
24 | Mon | Learning in sparse spaces | 3/3srn | You talk too much, Peas |
26 | Wed | Support-vector machines, SVM (and Boosting) Notes | 3 | Oh no, not you again, Stones |
28 | Fri | Learning from near misses | 3/3srn | Miss You, Stones |