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This is the site for 6.034 Artificial Intelligence, with Professor Patrick Winston.
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</center>
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<big>
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<!-- == '''Welcome to the 2015 Edition of 6.034'''== -->
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* Use 6.034-staff@mit to contact us.
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* [[Calendar]]
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* [[Reference material and playlist]]
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* [[Frequently Asked Questions | Frequently asked questions]]
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* [[Grading and collaboration policy]]
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* [[Demonstrations]]
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* [[Labs]] (also known as "problem sets")
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* [[Tutorials]]
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* Recitations: Thursdays 11,noon in 36-156; Thursdays 1,2,3pm in 24-407; and Fridays 1,2,3pm in 26-210.
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]  ([[Index]])
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* [[Staff]]
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</big>
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== News ==
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===We are pleased to note ...===
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=== Wednesday, December 9 ===
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...that Bloomberg has listed 6.034 as among [http://www.bloomberg.com/news/articles/2015-06-11/five-of-the-best-computer-science-classes-in-the-country "Five of the Best Computer Science Classes in the U.S."]
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There will be no recitations or mega-recitations this Thursday and Friday.   
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What they meant to say is that 6.034 has had outstanding TAs.  Among them is head-TA
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In their place there will be final review sessions:
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Jessica Noss, the 2016 winner of the EECS Carlton ETucker Award for outstanding
 +
teaching as a graduate-student teaching assistant.
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* Part 1 review: Thursday 3-5pm
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===Road map:===
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* Part 2 review: Friday  1-3pm
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* Part 3 review: Friday  3-5pm
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* Part 4 review: Friday  5-7pm
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* Part 5 review: Saturday 1-3pm
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These are in 32-141.
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To see how 6.034 outcomes relate to the outcomes of other subjects in the Course 6 curriculum, see the graphical display in the [http://6004.mit.edu/gmap/public.html?focus=6.034 6.034 Curricular Goals Map]
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=== Thursday, December 3 ===
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===Logistical stuff:===
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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* [[Frequently Asked Questions | Frequently asked questions]]
 +
* [[Grading and collaboration policy]]
 +
<!-- fix
 +
* [[Staff | Staff email addresses]]
 +
* [[Recitations | Recitation assignments]]
 +
* [[Office Hours | Office Hours]]
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* [[Reference material and playlist | What material will be on the quiz?]]
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* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box]
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* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box] (old)
 +
-->
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Breakpoints for Quiz 4:
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===Reference stuff:===
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{| align="center" border="1"
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* [[Calendar]]
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|
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|Thorough understanding
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|Adequate understanding
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-
|-
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|Problem 1
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| &ge; 42
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| &ge; 35
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-
|-
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|Problem 2
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| &ge; 41
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| &ge; 35
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-
|-
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|Overall
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| &ge; 84
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| &ge; 71
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|}
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One point for full disclosure on cover page
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* [[Reference material and playlist]]
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=== Wednesday, November 25 ===
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<!-- fix
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Lab 5 online testing still does not work --- we're in contact with the scripts team attempting a fix.
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* [[Labs]] (also known as "problem sets")
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* [http://piazza.com/mit/fall2015/6034 Piazza]
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* '''NEW:''' [http://web.mit.edu/6.034/www/sigmoid/ Grade Calculator]
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-->
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Lab 4 grades are still 0s for everyone.  This will likely be resolved shortly after the Thanksgiving break.
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* [[Demonstrations]]
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Enjoy your holiday!
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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=== Saturday, November 14 ===
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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New draft notes on boosting are now available via [[Reference material and playlist]] link. Also, a new version of the demonstration with improved GUI is available via [[Demonstrations]] link.
 
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=== Tuesday, November 10 ===
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<!-- fix
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Since Monday tutorials were canceled due to the Quiz, Monday students should attend any of the regularly-scheduled Tuesday
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Note that the current TA mailing list is 6.034-2015-support at mit.edu.
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tutorials.
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The tutorial times and locations are posted on the website:
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[http://ai6034.mit.edu/fall09/index.php?title=Tutorials Tutorials]
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=== Monday, November 9 ===
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-->
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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Breakpoints for Quiz 3:
 
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{| align="center" border="1"
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== News ==
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|
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|Thorough understanding
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|Adequate understanding
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|-
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|Problem 1
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| &ge; 43
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| &ge; 37
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|-
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|Problem 2
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| &ge; 33
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| &ge; 25
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|-
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|Overall
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| &ge; 76
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| &ge; 62
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|}
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Note that the corresponding portion of the final is likely to include a straightforward neural net question and a problem that requires an understanding of mutation and crossover.
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===June 2016===
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=== Wednesday, October 21 ===
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<table border=1 cellspacing=0 cellpadding=10">
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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<tr><td>
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In the fall semester of 2016, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11
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in 10-250.  Most, but not all of Professor Winston's lectures will be on Monday and
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Wednesday.  On many, but not all Fridays, you will learn about what is happening in the
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field right now from someone who is doing work right now in an area related to the
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Monday and Wednesday lectures.
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Breakpoints for Quiz 2:
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Examinations will cover material from the traditional lectures as well as the right-now lectures.  It will be extremely difficult to field questions on the right-now material if you do not attend the right-now lectures because the material is not yet in textbooks or, in many cases, published papers.
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{| align="center" border="1"
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Recitations (previously known as "tutorials") will meet weekly on Monday and Tuesday. On the first day of class, you will fill out a form that will enable us to assign you to a recitation.
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|
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|Thorough understanding
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|Adequate understanding
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|-
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|Problem 1
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| &ge; 45
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| &ge; 37
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|-
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|Problem 2
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| &ge; 45
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| &ge; 40
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|-
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|Overall
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| &ge; 90
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| &ge; 77
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|}
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=== Tuesday, October 20 ===
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The Quiz 2 tomorrow is in 10-250 and starts at 10am sharp. Open book, open notes, but no computers of any kind.
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It will cover Games and Constraint Satisfaction Problems.
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=== Sunday, October 12 ===
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6.034 is no longer offered in the spring term.
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Due to there being no Tuesday schedule, there will be an extra tutorial on Tuesday.
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It will be from 8-9pm in 32-124.
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More details will emerge during the first lecture on Wednesday, 7 September 2016.
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=== Thursday, October 8 ===
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Because of the confluence of a Monday holiday and family weekend in the same week, the schedule next week is highly unusual.  As indicated on the calendar, there will be lectures on Tuesday and Friday.  Also, there will be no megarecitation next week, because of insufficient accumulation of material to cover.
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</td></tr></table>
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Lab 3 is out (short but difficult):
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== '''What should I take after 6.034?'''==
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  http://ai6034.mit.edu/fall09/index.php?title=Lab_3
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Resubmit lab 2 if you did not download a new tests.py on Saturday and resubmit with it already.  Older submissions are invalid, and you're likely to have a zero on the lab, which you can check at https://ai6034.mit.edu:444/fall09/tester/
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<big>
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=== Thursday, October 1 ===
 
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Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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For 6.034 alums looking for related subjects, we recommend the following, as of
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31 January 2016.  There may be additions through registration day.
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Breakpoints for Quiz 1:
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====Subjects by Right Now Lecturers, Spring====
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{| align="center" border="1"
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{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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|
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! Instructor !! Right Now Talk !! Number!! Title
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|Thorough understanding
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|-
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|Adequate understanding
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| Gerald Sussman || Propagator networks || 6.945 || Large-scale symbolic systems
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|-
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| Ed Boyden || Enlarging brain tissue || 20.309 || Biological instrumentation and software
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|-
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| Julie Shah || Getting people on the same page || 16.35 || Real time systems and software
|-
|-
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|Problem 1
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| Pawan Sinha et al.|| The vision of the newly sighted || 9.012 || Cognitive science
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| &ge; 43
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| &ge; 37
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|-
|-
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|Problem 2
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| Patrick Winston || Understanding stories || 6.803/6.833 || The Human Intelligence Enterprise
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| &ge; 46
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| &ge; 38
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|-
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|Overall
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| &ge; 89
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| &ge; 75
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|}
|}
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=== September 29nd ===
 
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The Quiz tomorrow is in 10-250 and starts at 10am sharpOpen book, open notes, but no computers of any kind.
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Note that 6.803/6.833 is a lotteried subject, oversubscribedSee
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[http://courses.csail.mit.edu/6.803/index.html 6.803/6.833 home page].
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=== September 22nd ===
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====Other subjects of note, Spring====
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In response to the large class size, we're very fortunate to be able to
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{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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bring in Prof. Robert Berwick as a third recitation instructor, adding two
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! Instructor !! Number!! Title
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sections. For now we'll rely on you to rebalance yourselves.
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|-
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| Brian Williams || 6.834J/16.412J || Cognitive Robotics
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|-
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| Barzilay-Jaakkola-Kaelbling || 6.036 ||Introduction to Machine Learning
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|-
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| Berwick and Bartel || 6.049J ||  Evolutionary Biology: Concepts, Models and Computation
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|}
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The eight recitations now offered are listed belowThe first two Thursday
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6.036 could be called Computational StatisticsIt is not about perception, cognition,
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recitations are new, and are likely to have fewer people at first, so you
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or action, but it is a valuable subject that everyone should take.
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will get a more focused experience.  Please attend whichever one best fits
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your schedule.
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Thursdays 11am 36-156
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====Other subjects of note, Fall====
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Thursdays noon 36-156
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Thursdays  1pm 24-407
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Thursdays  2pm 24-407
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Thursdays  3pm 24-407
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Fridays    1pm 26-210
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Fridays    2pm 26-210
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Fridays    3pm 26-210
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=== September 15th ===
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{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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! Instructor !! Number!! Title
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There is a new [http://web.mit.edu/6.034/www/labs/lab0/tester.py tester.py] which lets you just run that module to do local tests, and if those succeed, to submit, all in one go. If you're running up against the clock, remember to submit using either the command line or test_online() even if you don't pass the local tests though! Partial credit is better than none.
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|-
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| Robert Berwick || 6.863 || Natural Language and the Computer Representation of Knowledge
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A short conversation about [[Mutation]]
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|-
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| Brian Williams || 16.410J/16.413J || Principles of Autonomy and Decision Making
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=== September 14th ===
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|-
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| Gerald Sussman || 6.946 || Classical mechanics: a computational approach
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Note the addition of of a calendar, with locked down Quiz dates, along with a table of reference materials.  These will be integrated, once we figure out how.
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|-
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|}
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=== September 11th ===
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Our email list is incomplete and does not include, for example, late-registering students, so if
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you have not received email from us, please email the [[Staff]] and be sure
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to monitor our web page for announcements during the coming week.
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Professor Teller's subject, 6.142, has moved to an 11am start time to
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accommodate students who want to take both 6.142 and 6.034.
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We will have either tutorials or open office hours on Monday,
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depending on whether the registrar can get rooms for us by then.
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The locations will be announced during lecture. 
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Preliminary tutorial assignments are now available: [[Tutorials]]
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The notes from today are available: [http://web.mit.edu/6.034/www/Mr1-basics.py] [http://web.mit.edu/6.034/www/Mr1-points.py] [http://web.mit.edu/6.034/www/Mr1-gotchas.py]
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=== September 10th ===
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Lab 0 is now available.
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Please '''do''' bring a laptop to the mega-recitation tomorrow, if you have one.
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Download Python '''2.6''' from [http://www.python.org/download python.org] -- do not download 3.1, as it will be incompatible with some of the software we hand out.  This download also includes the IDLE program, which we will demonstrate tomorrow.
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=== September 9th ===
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[http://doodle.com/tptv9y2bu8qxt6hi Give us your tutorial availability] please.
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There will be no regular recitations this week.  There is a mega-recitation, however.
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The slides (missing from lecture today) are now [http://ai6034.mit.edu/fall09/images/6.034-lecture-1.pdf available].
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==== Mega-recitations ====
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Mega-recitations occur on Fridays at 10 AM in 10-250, the same time slot that is occupied by lectures on Mondays and Wednesdays.
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The first mega-recitation, on Friday, September 11th, will be a refresher on the Python programming language.
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==== Times and places of recitations and tutorials ====
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Please fill out the [http://doodle.com/tptv9y2bu8qxt6hi Tutorial scheduling form].  You will learn which tutorial you are in by email.
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Unexpectedly, the registrar supplied us with recitation time slots we can live with, so attend at the time and place you were assigned.
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==== Python ====
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The official language of 6.034 is Python for a variety of reasons having little to do with the strengths and weaknesses of the language.  We expect a focused weekend with any of the many Python books would be adequate preparation.  See, for example, the [http://www.amazon.com/gp/bestsellers/books/285856/ref=pd_zg_hrsr_b_1_5_last Amazon list].
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Alternatively, you can follow one of the suggestions of Rob Speer, head 6.034 TA in 2008:
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* [http://diveintopython.org Dive into Python] is a well-recommended book that is available online. It's written for experienced programmers who just don't know Python yet. It's meant to quickly take what you already know about other languages and explain how Python does them.
 
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* At the other end of the spectrum, the text that was used in 6.00 has been expanded into one called ''Think Python''. It's [http://www.greenteapress.com/thinkpython/ online]. It is targeted at people who have not programmed much or at all.
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====Subjects associated with the Center for Brains, Minds, and Machines====
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* In the middle is the O'Reilly book ''Learning Python''. MIT has a subscription to O'Reilly, so anyone with an MIT IP address can read the book [http://proquest.safaribooksonline.com/9780596513986/ online].
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[http://cbmm.mit.edu/education/courses Many subjects] are taught, Spring and Fall, by faculty associated
 +
with the  
 +
[http://cbmm.mit.edu/ Center for Brains Minds and Machines].

Revision as of 12:43, 13 June 2016

Image:Evolve.jpg
Somewhere, something went wrong.


Contents

We are pleased to note ...

...that Bloomberg has listed 6.034 as among "Five of the Best Computer Science Classes in the U.S."

What they meant to say is that 6.034 has had outstanding TAs. Among them is head-TA Jessica Noss, the 2016 winner of the EECS Carlton E. Tucker Award for outstanding teaching as a graduate-student teaching assistant.

Road map:

To see how 6.034 outcomes relate to the outcomes of other subjects in the Course 6 curriculum, see the graphical display in the 6.034 Curricular Goals Map

Logistical stuff:

Reference stuff:




News

June 2016

In the fall semester of 2016, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11 in 10-250. Most, but not all of Professor Winston's lectures will be on Monday and Wednesday. On many, but not all Fridays, you will learn about what is happening in the field right now from someone who is doing work right now in an area related to the Monday and Wednesday lectures.

Examinations will cover material from the traditional lectures as well as the right-now lectures. It will be extremely difficult to field questions on the right-now material if you do not attend the right-now lectures because the material is not yet in textbooks or, in many cases, published papers.

Recitations (previously known as "tutorials") will meet weekly on Monday and Tuesday. On the first day of class, you will fill out a form that will enable us to assign you to a recitation.

6.034 is no longer offered in the spring term.

More details will emerge during the first lecture on Wednesday, 7 September 2016.

What should I take after 6.034?


For 6.034 alums looking for related subjects, we recommend the following, as of 31 January 2016. There may be additions through registration day.

Subjects by Right Now Lecturers, Spring

Instructor Right Now Talk Number Title
Gerald Sussman Propagator networks 6.945 Large-scale symbolic systems
Ed Boyden Enlarging brain tissue 20.309 Biological instrumentation and software
Julie Shah Getting people on the same page 16.35 Real time systems and software
Pawan Sinha et al. The vision of the newly sighted 9.012 Cognitive science
Patrick Winston Understanding stories 6.803/6.833 The Human Intelligence Enterprise

Note that 6.803/6.833 is a lotteried subject, oversubscribed. See 6.803/6.833 home page.

Other subjects of note, Spring

Instructor Number Title
Brian Williams 6.834J/16.412J Cognitive Robotics
Barzilay-Jaakkola-Kaelbling 6.036 Introduction to Machine Learning
Berwick and Bartel 6.049J Evolutionary Biology: Concepts, Models and Computation

6.036 could be called Computational Statistics. It is not about perception, cognition, or action, but it is a valuable subject that everyone should take.

Other subjects of note, Fall

Instructor Number Title
Robert Berwick 6.863 Natural Language and the Computer Representation of Knowledge
Brian Williams 16.410J/16.413J Principles of Autonomy and Decision Making
Gerald Sussman 6.946 Classical mechanics: a computational approach


Subjects associated with the Center for Brains, Minds, and Machines

Many subjects are taught, Spring and Fall, by faculty associated with the Center for Brains Minds and Machines.

Personal tools