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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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== '''Welcome to the 2015 Edition of 6.034'''==
<big>
<big>
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* [[Calendar]]
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 +
<!-->
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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."]
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<-->
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 +
===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]]
 +
* [[Recitations | Recitation assignments]]
 +
<!--todo: self-service recitation changing page-->
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* [[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] <!--jmn's 2015 edition-->
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<!--
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* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box] (old)
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-->
 +
 
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===Reference stuff:===
 +
 
 +
* [[Calendar]]
 +
 
 +
* [[Reference material and playlist]]
 +
 
* [[Labs]] (also known as "problem sets")
* [[Labs]] (also known as "problem sets")
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* [[Tutorials]] and [[Recitations]]
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 +
* [http://piazza.com/mit/fall2015/6034 Piazza]
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* [[Demonstrations]]
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* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
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* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
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* [[Staff]]
 
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</big>
 
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Note that the current TA mailing list is 6.034-2015-support at mit.edu.
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<!-- BEGIN OLD REFERENCE MATERIAL
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* [http://web.mit.edu/dxh/www/sigmoid/ Dylan's Grade Calculator]
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* [http://logical.ai/6.034/ Quiz archive]
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===2014 Surveys:===
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* [http://courses.csail.mit.edu/6.034f/2014polls/Workload.pdf End of term workload survey] 
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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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* [[TA Notes | Notes]] on most of the primary topics
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* [[Recitation Handouts]]
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* [[Objectives and desired outcomes | Statement of objectives and desired outcomes]]
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([[Index]])
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Note that the TA address is: 6.034-2013-staff@mit.edu
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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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-->
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<!--===Recitation assignment:===
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Ignore the registrar's assignment.  Fill in this
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[[media:signup.pdf | form]]
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and put it in the plastic bin outside Professor Winston's office, 32-251.
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-->
== News ==
== News ==
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=== Friday, October 10 ===
 
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[[Lab 3]] is finally out. It will be due on Friday, October 17.
 
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=== Friday, October 3 ===
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=== 18 November 2015 ===
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You can see a modern demonstration of the use of constraints in drawings via the Demonstrations linkYou can see the original
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Quiz 3 will be returned in recitations next Monday and TuesdayAfter 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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[http://courses.csail.mit.edu/6.034f/movies/waltz_high.avi Waltz program] in action as well, in a video that is much deteriorated, having started out on 16mm film, then becoming VCR, and finally an avi file with some sort of standard video encoding.
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=== Sunday, September 28 ===
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{| cellpadding=2 border=1 cellspacing=2
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We forgot to specify a due date for [[Lab 2]] so far. It will be due on Friday, October 3.
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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;" | Problem 1: Neural Nets || ≥ 44 || ≥ 39 || ≥ 32
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|-
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| style="text-align:left;" | Problem 2: Support Vector Machines || ≥ 45 || ≥ 41 || ≥ 34
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|-
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| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 66
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|}
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=== Wednesday, September 24 ===
 
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Quiz one is graded.  You can get it back from your recitation instructor on Thursday or Friday, or failing that, from your TA Monday and Tuesday, or failing that, from Professor Winston, 32-251, catch as catch can.  Answers will be discussed in recitation.  Breakpoints follow:
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{| cellpadding=2 border=1 cellspacing=2
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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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|}
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{| align="center" border="1"
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|
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=== 17 November 2015 ===
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|Thorough understanding
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|Adequate understanding
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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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|Needs work
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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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 +
=== 23 October 2015 ===
 +
 
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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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{| cellpadding=2 border=1 cellspacing=2
|-
|-
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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; 46
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|-
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| &ge; 40
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| style="text-align:left;" | Problem 1: Constraint Satisfaction Problems || ≥ 44 || ≥ 40 || ≥ 35
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| < 40
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|-
|-
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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; 44
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| &ge; 35
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| &lt; 35
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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; 90
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| &ge; 75
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| &lt; 75
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|}
|}
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Per grading policy, your quiz one grade will be compared with Part 1 of the final, and you will get the higher grade.  See [[Grading and collaboration policy]] for details.
 
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=== Tuesday, September 23 ===
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{| cellpadding=2 border=1 cellspacing=2
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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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|}
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 +
=== 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 [http://aurellem.org/6.868/32-251.jpg Prof. Winston's office] when he is in. Thresholds are:
 +
 
 +
{| 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;" | Problem 1: Rule-Based Systems || ≥ 35 || ≥ 31 || ≥ 26
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|-
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| style="text-align:left;" | Problem 2: Search || ≥ 26 || ≥ 22 || ≥ 18
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|-
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| style="text-align:left;" | Problem 3: Games || ≥ 27 || ≥ 23 || ≥ 20
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|-
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| style="text-align:left;" |Total || ≥ 88 || ≥ 76 || ≥ 64
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|}
 +
 
 +
=== 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 ===
 +
 
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Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.
 +
 
 +
=== 23 September 2015 ===
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Students in Monday tutorials this week should attend a Tuesday tutorial of their choice.
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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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=== Monday, September 15 ===
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=== 19 September 2015 ===
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Due to problems with the tester, we've extended the due date of [[Lab 1]] until Friday, September 19.
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=== Thursday, September 11 ===
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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.)
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[[Lab 1]] is released.
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Start on it as soon as you are able. It's due next Wednesday, September 17, and includes a non-trivial programming task (to write a procedure for backward chaining).
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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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=== Monday, September 8 ===
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=== 16 September 2015 ===
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Tutorials have been assigned. Recitations haven't yet. You should have received your section number by e-mail. Times and places are on the [[Tutorials]] page.
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If you didn't fill out a tutorial sheet, just go to a section that you can make it to, and ask the TA when you get there.
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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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=== Friday, September 5 ===
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=== 13 September 2015 ===
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The notes from the mega-recitation [[Python for Schemers]] are up.
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=== Wednesday, September 3 ===
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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).
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==== Mega-recitations ====
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We were unclear about the time of mega-recitations. Mega-recitations occur on Fridays at 11 AM, the same time slot that is occupied by lectures on Mondays and Wednesdays.
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The first mega-recitation, on Friday, September 5, will teach "Python for Schemers".
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You are welcome to attend multiple recitations if you like; in any case, we'll use your official recitation to return quizzes to you.
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==== Times and places of recitations and tutorials ====
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===June 2015===
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If you have not yet filled out recitation and tutorial scheduling forms, please pick up spare copies and leave them at 32-251 as soon as possible.  You will learn which tutorial and recitation you are in by email.
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==== Python ====
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<table border=1 cellspacing=0 cellpadding=10">
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In the fall of 2008, the official language of 6.034 will be Python for a variety of reasons having little to do with the strengths and weaknesses of the language.    Relative to past years, homework will ramp up somewhat more gently to give Scheme speakers an opportunity to adaptWe expect a 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].
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<tr><td>
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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.   
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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.
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Alternatively, you can follow one of the suggestions of Rob Speer, head 6.034 TA:
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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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* [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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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.
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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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