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<big>Somewhere, something went wrong.</big>
<big>Somewhere, something went wrong.</big>
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<center>
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This is the site for 6.034 Artificial Intelligence, with Professor Patrick Winston.
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</center>
 +
 
 +
== '''Welcome to the 2015 Edition of 6.034'''==
<big>
<big>
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* Use 6.034-staff@mit to contact us.
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* [[Calendar]]
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<!-->
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* [[Reference material and playlist]]
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===We are pleased to note ...===
 +
 
 +
...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."]
 +
<-->
 +
 
 +
===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 [http://6004.mit.edu/gmap/public.html?focus=6.034 6.034 Curricular Goals Map]
 +
 
 +
===Logistical stuff:===
* [[Frequently Asked Questions | Frequently asked questions]]
* [[Frequently Asked Questions | Frequently asked questions]]
* [[Grading and collaboration policy]]
* [[Grading and collaboration policy]]
-
* [[Demonstrations]]
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* [[Staff | Staff email addresses]]
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* [[Labs]] (also known as "problem sets")
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* [[Recitations | Recitation assignments]]
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* [[Tutorials]]
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<!--todo: self-service recitation changing page-->
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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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* [[Office Hours | Office Hours]]
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive] ([[Index]])
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* [[Reference material and playlist | What material will be on the quiz?]]
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* [[Staff]]
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* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box] <!--jmn's 2015 edition-->
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</big>
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<!--
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* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box] (old)
 +
-->
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== News ==
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===Reference stuff:===
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=== Sunday, December 13 ===
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* [[Calendar]]
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We of the staff would much appreciate your thoughts on the subject expressed via the
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* [[Reference material and playlist]]
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[https://sixweb.mit.edu/student/evaluate/6.034-f2009 Underground guide].
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We would also appreciate notes downstream from those who find the 6.034 experience valuable after graduation.
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* [[Labs]] (also known as "problem sets")
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=== Saturday, December 12 ===
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* [http://piazza.com/mit/fall2015/6034 Piazza]
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Extra Office hours are tentatively scheduled for the following times:
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* [[Demonstrations]]
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* Sunday Dec 13 5-7pm    [1-132] (Yuan)
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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* Monday Dec 14 4-6pm    [32-144?]  (Gremio)
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* Tuesday Dec 15 5-7pm    [32-144?]  (Olga & Yuan)
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=== Wednesday, December 9 ===
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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There will be no recitations or mega-recitations this Thursday and Friday. 
 
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In their place there will be final review sessions:
 
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* Part 1 review: Thursday 3-5pm
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Note that the current TA mailing list is 6.034-2015-support at mit.edu.
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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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=== Thursday, December 3 ===
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<!-- BEGIN OLD REFERENCE MATERIAL
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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 4:
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* [http://web.mit.edu/dxh/www/sigmoid/ Dylan's Grade Calculator]
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{| align="center" border="1"
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* [http://logical.ai/6.034/ Quiz archive]
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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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=== Wednesday, November 25 ===
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===2014 Surveys:===
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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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* [http://courses.csail.mit.edu/6.034f/2014polls/Workload.pdf End of term workload survey] 
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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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* [http://courses.csail.mit.edu/6.034f/2014polls/FrancisChen.pdf Francis Chen's confidence survey, Executive Summary] 
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Enjoy your holiday!
 
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=== Saturday, November 14 ===
 
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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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* [[TA Notes | Notes]] on most of the primary topics
 +
* [[Recitation Handouts]]
 +
* [[Objectives and desired outcomes | Statement of objectives and desired outcomes]]
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=== Tuesday, November 10 ===
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([[Index]])
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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 TA address is: 6.034-2013-staff@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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This address, used a year ago, is now a black hole: fa13-6.034-staff@mit.edu
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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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-->
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{| align="center" border="1"
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<!--===Recitation assignment:===
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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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Ignore the registrar's assignment.  Fill in this
 +
[[media:signup.pdf | form]]
 +
and put it in the plastic bin outside Professor Winston's office, 32-251.
 +
-->
 +
== News ==
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=== Wednesday, October 21 ===
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=== 18 November 2015 ===
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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 2:
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Quiz 3 will be returned in recitations next Monday and Tuesday.  After Tuesday, you may pick up your quiz from Professor Winston's office ([http://aurellem.org/6.868/32-251.jpg 32-251]) when he is in, or contact your TA to arrange a pick-up. Thresholds are:  
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{| align="center" border="1"
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{| cellpadding=2 border=1 cellspacing=2
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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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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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| &ge; 45
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|-
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| &ge; 37
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| style="text-align:left;" | Problem 1: Neural Nets || ≥ 44 || ≥ 39 || ≥ 32
|-
|-
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|Problem 2
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| style="text-align:left;" | Problem 2: Support Vector Machines || ≥ 45 || ≥ 41 || ≥ 34
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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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| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 66
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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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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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{| cellpadding=2 border=1 cellspacing=2
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=== Thursday, October 8 ===
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|-
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-  
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| style="text-align:left;" |Spiritual and right-now || ≥ 5 || ≥ 4 || ≥ 3
 +
|}
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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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Lab 3 is out (short but difficult):
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=== 17 November 2015 ===
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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 alreadyOlder 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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Quiz 3 is tomorrow during class time (10 AM)Locations are the same as for Quiz 1:
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* Family name A-L: Walker, 3rd floor
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* Family name M-Z: 10-250
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=== Thursday, October 1 ===
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=== 23 October 2015 ===
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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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Quiz 2 will be returned in recitations next Monday and Tuesday.  After Tuesday, you may pick up your quiz from [http://aurellem.org/6.868/32-251.jpg Prof. Winston's office] when he is in, or contact your TA to arrange a pick-up. Thresholds are:
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Breakpoints for Quiz 1:
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{| cellpadding=2 border=1 cellspacing=2
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{| align="center" border="1"
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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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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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| &ge; 43
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|-
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| &ge; 37
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| style="text-align:left;" | Problem 1: Constraint Satisfaction Problems || ≥ 44 || ≥ 40 || ≥ 35
|-
|-
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|Problem 2
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| style="text-align:left;" | Problem 2: ID Trees & k-Nearest Neighbors || ≥ 45 || ≥ 40 || ≥ 35
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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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| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 70
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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 sharp.  Open book, open notes, but no computers of any kind.
 
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=== September 22nd ===
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{| cellpadding=2 border=1 cellspacing=2
 +
|-
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
 +
|-
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| style="text-align:left;" |Spiritual and right-now || ≥ 5 || ≥ 4 || ≥ 3
 +
|}
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In response to the large class size, we're very fortunate to be able to
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=== 20 October 2015 ===
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bring in Prof. Robert Berwick as a third recitation instructor, adding two
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sections.  For now we'll rely on you to rebalance yourselves.
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The eight recitations now offered are listed belowThe first two Thursday
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Quiz 2 is tomorrow during class time (10 AM)If you were in Walker for the first quiz, you will be in 10-250, and vice versaThus, locations are:
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recitations are new, and are likely to have fewer people at first, so you
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* Family name A-L: 10-250
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will get a more focused experiencePlease attend whichever one best fits
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* Family name M-Z: Walker, 3rd floor
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your schedule.
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Thursdays 11am 36-156
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=== 30 September 2015 ===
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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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Quiz 1 will be returned in recitations next Monday and Tuesday.  After Tuesday, you may pick up your quiz from [http://aurellem.org/6.868/32-251.jpg Prof. Winston's office] when he is in. Thresholds are:
-
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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{| cellpadding=2 border=1 cellspacing=2
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|-
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A short conversation about [[Mutation]]
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
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|-
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=== September 14th ===
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| style="text-align:left;" | Problem 1: Rule-Based Systems || ≥ 35 || ≥ 31 || ≥ 26
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|-
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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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| style="text-align:left;" | Problem 2: Search || ≥ 26 || ≥ 22 || ≥ 18
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|-
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=== September 11th ===
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| style="text-align:left;" | Problem 3: Games || ≥ 27 || ≥ 23 || ≥ 20
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|-
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Our email list is incomplete and does not include, for example, late-registering students, so if
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| style="text-align:left;" |Total || ≥ 88 || ≥ 76 || ≥ 64
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you have not received email from us, please email the [[Staff]] and be sure
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|}
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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]
+
-
=== September 10th ===
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=== 29 September 2015 ===
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Lab 0 is now available.
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Quiz 1 is tomorrow during class time (10 AM). Half of you will take the quiz in Walker, half in 10-250, enabling less crowded conditions.  Locations:
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* Family name A-L: Walker, 3rd floor
 +
* Family name M-Z: 10-250
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Please '''do''' bring a laptop to the mega-recitation tomorrow, if you have one.
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=== 24 September 2015 ===
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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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Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.
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=== September 9th ===
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=== 23 September 2015 ===
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[http://doodle.com/tptv9y2bu8qxt6hi Give us your tutorial availability] please.
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Good news! If you have been unable to submit labs through Windows, we have found a solution. The source of the problem is Python versions 2.6.5 through 2.7.3. The recommended solution is to install a version of Python >= 2.7.4 or <= 2.6.4; we recommend the latest stable release, Python 2.7.10.  
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There will be no regular recitations this week.  There is a mega-recitation, however.
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=== 19 September 2015 ===
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The slides (missing from lecture today) are now [http://ai6034.mit.edu/fall09/images/6.034-lecture-1.pdf available].
+
The online tester for Lab 2 is now live!  If you have already downloaded the files for Lab 2, you will need to add a patch to lab2.py.  Simply copy all the lines from [http://web.mit.edu/6.034/www/labs/lab2/patch.txt patch.txt] and paste them at the bottom of your lab2.py file.  (If you have not yet downloaded Lab 2, the files in lab2.zip and online are already up-to-date as of 4pm today, so no need to patch.)
 +
Second, we are trying to understand our tester's incompatibility with certain combinations of Windows and Python versions. If you have successfully or unsuccessfully submitted a lab on Windows, you can help us by telling us your Windows and Python versions using [http://goo.gl/forms/33pHVWlwIM this form], or by e-mail to jmn@.
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==== Mega-recitations ====
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=== 16 September 2015 ===
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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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If you wish to try out the Genesis story understanding system, you can [http://groups.csail.mit.edu/genesis/ load it] using Java's Webstart feature.
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==== Times and places of recitations and tutorials ====
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=== 13 September 2015 ===
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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.
+
We have finished assigning recitation sections based on your preferences and have sent welcome e-mails to each section. If you have not received an e-mail, or if you would like to view/switch your recitation at any time, you can visit http://ai6034.mit.edu/recitation (certificates required).
 +
You are welcome to attend multiple recitations if you like; in any case, we'll use your official recitation to return quizzes to you.
 +
===June 2015===
-
==== Python ====
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<table border=1 cellspacing=0 cellpadding=10">
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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 languageWe expect a focused weekend with any of the many Python books would be adequate preparationSee, for example, the [http://www.amazon.com/gp/bestsellers/books/285856/ref=pd_zg_hrsr_b_1_5_last Amazon list].
+
<tr><td>
 +
In the fall semester of 2015, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11.   
 +
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.
-
Alternatively, you can follow one of the suggestions of Rob Speer, head 6.034 TA in 2008:
+
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.
-
* [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.
+
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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* 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.
+
6.034 is no longer offered in the spring term.
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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].
+
More details will emerge during the first lecture on Wednesday, 9 September 2014.
 +
</td></tr></table>

Revision as of 04:13, 19 November 2015

Image:Evolve.jpg
Somewhere, something went wrong.

Contents

Welcome to the 2015 Edition of 6.034


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:

  • Labs (also known as "problem sets")


Note that the current TA mailing list is 6.034-2015-support at mit.edu.


News

18 November 2015

Quiz 3 will be returned in recitations next Monday and Tuesday. After Tuesday, you may pick up your quiz from Professor Winston's office (32-251) when he is in, or contact your TA to arrange a pick-up. Thresholds are:

Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Problem 1: Neural Nets ≥ 44 ≥ 39 ≥ 32
Problem 2: Support Vector Machines ≥ 45 ≥ 41 ≥ 34
Total ≥ 89 ≥ 80 ≥ 66


Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Spiritual and right-now ≥ 5 ≥ 4 ≥ 3


17 November 2015

Quiz 3 is tomorrow during class time (10 AM). Locations are the same as for Quiz 1:

  • Family name A-L: Walker, 3rd floor
  • Family name M-Z: 10-250

23 October 2015

Quiz 2 will be returned in recitations next Monday and Tuesday. After Tuesday, you may pick up your quiz from Prof. Winston's office when he is in, or contact your TA to arrange a pick-up. Thresholds are:

Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Problem 1: Constraint Satisfaction Problems ≥ 44 ≥ 40 ≥ 35
Problem 2: ID Trees & k-Nearest Neighbors ≥ 45 ≥ 40 ≥ 35
Total ≥ 89 ≥ 80 ≥ 70


Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Spiritual and right-now ≥ 5 ≥ 4 ≥ 3

20 October 2015

Quiz 2 is tomorrow during class time (10 AM). If you were in Walker for the first quiz, you will be in 10-250, and vice versa. Thus, locations are:

  • Family name A-L: 10-250
  • Family name M-Z: Walker, 3rd floor

30 September 2015

Quiz 1 will be returned in recitations next Monday and Tuesday. After Tuesday, you may pick up your quiz from Prof. Winston's office when he is in. Thresholds are:

Thorough understanding (5) Acceptable understanding (4) Some understanding (3) / needs work
Problem 1: Rule-Based Systems ≥ 35 ≥ 31 ≥ 26
Problem 2: Search ≥ 26 ≥ 22 ≥ 18
Problem 3: Games ≥ 27 ≥ 23 ≥ 20
Total ≥ 88 ≥ 76 ≥ 64

29 September 2015

Quiz 1 is tomorrow during class time (10 AM). Half of you will take the quiz in Walker, half in 10-250, enabling less crowded conditions. Locations:

  • Family name A-L: Walker, 3rd floor
  • Family name M-Z: 10-250

24 September 2015

Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.

23 September 2015

Good news! If you have been unable to submit labs through Windows, we have found a solution. The source of the problem is Python versions 2.6.5 through 2.7.3. The recommended solution is to install a version of Python >= 2.7.4 or <= 2.6.4; we recommend the latest stable release, Python 2.7.10.

19 September 2015

The online tester for Lab 2 is now live! If you have already downloaded the files for Lab 2, you will need to add a patch to lab2.py. Simply copy all the lines from patch.txt and paste them at the bottom of your lab2.py file. (If you have not yet downloaded Lab 2, the files in lab2.zip and online are already up-to-date as of 4pm today, so no need to patch.)

Second, we are trying to understand our tester's incompatibility with certain combinations of Windows and Python versions. If you have successfully or unsuccessfully submitted a lab on Windows, you can help us by telling us your Windows and Python versions using this form, or by e-mail to jmn@.

16 September 2015

If you wish to try out the Genesis story understanding system, you can load it using Java's Webstart feature.

13 September 2015

We have finished assigning recitation sections based on your preferences and have sent welcome e-mails to each section. If you have not received an e-mail, or if you would like to view/switch your recitation at any time, you can visit http://ai6034.mit.edu/recitation (certificates required).

You are welcome to attend multiple recitations if you like; in any case, we'll use your official recitation to return quizzes to you.

June 2015

In the fall semester of 2015, 6.034 will meet Monday, Wednesday, and Friday from 10 to 11. 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, 9 September 2014.

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