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<center>
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This is the site for 6.034 Artificial Intelligence, with Professor Patrick Winston.
+
</center>
 +
 
 +
<!-- == '''Welcome to the 2015 Edition of 6.034'''== -->
 +
 
 +
 
 +
 
 +
== '''What should I take next?'''==
<big>
<big>
-
* Use 6.034-staff@mit to contact us.
 
-
* [[Calendar]]
 
-
* [[Reference material and playlist]]
 
-
* [[Frequently Asked Questions | Frequently asked questions]]
 
-
* [[Grading and collaboration policy]]
 
-
* [[Demonstrations]]
 
-
* [[Labs]] (also known as "problem sets")
 
-
* [[Tutorials]]
 
-
* 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]]
 
-
</big>
 
-
== News ==
 
-
=== Monday, November 9 ===
+
For 6.034 alums looking for related subjects, we recommend the following, as of
-
Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
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31 January 2016.  There may be additions through registration day.
-
Breakpoints for Quiz 3:
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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
+
|-
-
|Adequate understanding
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| 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
|-
|-
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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
+
-
| &ge; 37
+
|-
|-
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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; 33
+
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| &ge; 25
+
-
|-
+
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|Overall
+
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| &ge; 76
+
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| &ge; 62
+
|}
|}
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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.
+
Note that 6.803/6.833 is a lotteried subject, oversubscribed.  See
 +
[http://courses.csail.mit.edu/6.803/index.html 6.803/6.833 home page].
-
=== Wednesday, October 21 ===
+
====Other subjects of note, Spring====
-
Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
+
-
Breakpoints for Quiz 2:
+
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
 +
! 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
 +
|}
-
{| align="center" border="1"
+
6.036 could be called Computational Statistics.  It is not about perception, cognition,
-
|
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or action, but it is a valuable subject that everyone should take.
-
|Thorough understanding
+
 
-
|Adequate understanding
+
====Other subjects of note, Fall====
 +
 
 +
{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
 +
! Instructor !!  Number!! Title
 +
|-
 +
| Robert Berwick || 6.863 || Natural Language and the Computer Representation of Knowledge
|-
|-
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|Problem 1
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| Brian Williams || 16.410J/16.413J || Principles of Autonomy and Decision Making
-
| &ge; 45
+
-
| &ge; 37
+
|-
|-
-
|Problem 2
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| Gerald Sussman || 6.946 || Classical mechanics: a computational approach
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| &ge; 45
+
-
| &ge; 40
+
|-
|-
-
|Overall
 
-
| &ge; 90
 
-
| &ge; 77
 
|}
|}
-
=== Tuesday, October 20 ===
 
-
The Quiz 2 tomorrow is in 10-250 and starts at 10am sharp. Open book, open notes, but no computers of any kind.
 
-
It will cover Games and Constraint Satisfaction Problems.
 
-
=== Sunday, October 12 ===
 
-
Due to there being no Tuesday schedule, there will be an extra tutorial on Tuesday.
 
-
It will be from 8-9pm in 32-124.
+
====Subjects associated with the Center for Brains, Minds, and Machines====
-
=== Thursday, October 8 ===
+
-
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.
+
[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].
-
Lab 3 is out (short but difficult):
 
-
  http://ai6034.mit.edu/fall09/index.php?title=Lab_3
 
-
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/
+
<!-->
 +
===We are pleased to note ...===
-
=== Thursday, October 1 ===
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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."]
-
Quizzes have been graded and will be returned in recitation, then tutorial, then only from PHW's office.
+
<-->
-
Breakpoints for Quiz 1:
+
===Road map:===
-
{| align="center" border="1"
+
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]
-
|
+
 
-
|Thorough understanding
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===Logistical stuff:===
-
|Adequate understanding
+
* [[Frequently Asked Questions | Frequently asked questions]]
 +
* [[Grading and collaboration policy]]
 +
* [[Staff | Staff email addresses]]
 +
* [[Recitations | Recitation assignments]]
 +
* [[Office Hours | Office Hours]]
 +
* [[Reference material and playlist | What material will be on the quiz?]]
 +
* [http://goo.gl/forms/5Q6X53fNrE Suggestion Box] <!--jmn's 2015 edition-->
 +
<!--
 +
* [https://docs.google.com/spreadsheet/viewform?formkey=dGU5NkkzdGdsLWpITnZxQlJ6UHdDUUE6MQ Suggestion Box] (old)
 +
-->
 +
 
 +
 
 +
 
 +
===Reference stuff:===
 +
 
 +
* [[Calendar]]
 +
 
 +
* [[Reference material and playlist]]
 +
 
 +
* [[Labs]] (also known as "problem sets")
 +
 
 +
* [http://piazza.com/mit/fall2015/6034 Piazza]
 +
 
 +
* [[Demonstrations]]
 +
 
 +
* [http://web.mit.edu/dxh/www/ Dylan's AI Demonstrations]
 +
 
 +
* '''NEW:''' [http://web.mit.edu/6.034/www/sigmoid/ Grade Calculator]
 +
 
 +
* [http://courses.csail.mit.edu/6.034f/Examinations/ Quiz archive]
 +
 
 +
 
 +
Note that the current TA mailing list is 6.034-2015-support at mit.edu.
 +
 
 +
 
 +
<!-- BEGIN OLD REFERENCE MATERIAL
 +
 
 +
* [http://web.mit.edu/dxh/www/sigmoid/ Dylan's Grade Calculator]
 +
 
 +
* [http://logical.ai/6.034/ Quiz archive]
 +
 
 +
 
 +
===2014 Surveys:===
 +
 
 +
* [http://courses.csail.mit.edu/6.034f/2014polls/Workload.pdf End of term workload survey] 
 +
 
 +
* [http://courses.csail.mit.edu/6.034f/2014polls/FrancisChen.pdf Francis Chen's confidence survey, Executive Summary] 
 +
 
 +
 
 +
 
 +
* [[TA Notes | Notes]] on most of the primary topics
 +
* [[Recitation Handouts]]
 +
* [[Objectives and desired outcomes | Statement of objectives and desired outcomes]]
 +
 
 +
([[Index]])
 +
 
 +
Note that the TA address is: 6.034-2013-staff@mit.edu
 +
 
 +
This address, used a year ago, is now a black hole: fa13-6.034-staff@mit.edu
 +
 
 +
-->
 +
<!--===Recitation assignment:===
 +
 
 +
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 ==
 +
 
 +
=== 10 December 2015 ===
 +
 
 +
[[Office Hours#Final Review Sessions|Final review sessions]] are tomorrow.  Quizzes can be picked up between sessions, on the hour.
 +
 
 +
=== 7 December 2015 ===
 +
 
 +
We have released the promised grade calculator.  See reference stuff above.
 +
 
 +
=== 3 December 2015 ===
 +
 
 +
Quiz 4 will be returned in the final 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:
 +
 
 +
{| cellpadding=2 border=1 cellspacing=2
|-
|-
-
|Problem 1
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| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
-
| &ge; 43
+
|-
-
| &ge; 37
+
| style="text-align:left;" | Problem 1: Adaboost || ≥ 44 || ≥ 39 || ≥ 33
|-
|-
-
|Problem 2
+
| style="text-align:left;" | Problem 2: Bayes Nets || ≥ 44 || ≥ 37 || ≥ 30
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| &ge; 46
+
-
| &ge; 38
+
|-
|-
-
|Overall
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| style="text-align:left;" |Total || ≥ 88 || ≥ 76 || ≥ 63
-
| &ge; 89
+
-
| &ge; 75
+
|}
|}
-
=== September 29nd ===
 
-
The Quiz tomorrow is in 10-250 and starts at 10am sharp.  Open book, open notes, but no computers of any kind.
 
-
=== September 22nd ===
+
{| cellpadding=2 border=1 cellspacing=2
 +
|-
 +
| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
 +
|-
 +
| style="text-align:left;" |Spiritual and right-now || ≥ 5 || ≥ 4 || ≥ 3
 +
|}
-
In response to the large class size, we're very fortunate to be able to
+
=== 1 December 2015 ===
-
bring in Prof. Robert Berwick as a third recitation instructor, adding two
+
-
sections.  For now we'll rely on you to rebalance yourselves.
+
-
The eight recitations now offered are listed belowThe first two Thursday
+
Quiz 4 is tomorrow during class time (10 AM)Locations are the same as for Quiz 2:
-
recitations are new, and are likely to have fewer people at first, so you
+
* Family name A-L: 10-250
-
will get a more focused experience.  Please attend whichever one best fits
+
* Family name M-Z: Walker, 3rd floor
-
your schedule.
+
-
Thursdays 11am 36-156
+
=== 18 November 2015 ===
-
Thursdays noon 36-156
+
-
Thursdays  1pm 24-407
+
-
Thursdays  2pm 24-407
+
-
Thursdays  3pm 24-407
+
-
Fridays    1pm 26-210
+
-
Fridays    2pm 26-210
+
-
Fridays    3pm 26-210
+
-
=== September 15th ===
+
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:
-
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.
+
{| cellpadding=2 border=1 cellspacing=2
 +
|-
 +
| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
 +
|-
 +
| style="text-align:left;" | Problem 1: Neural Nets || ≥ 44 || ≥ 39 || ≥ 32
 +
|-
 +
| style="text-align:left;" | Problem 2: Support Vector Machines || ≥ 45 || ≥ 41 || ≥ 34
 +
|-
 +
| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 66
 +
|}
-
A short conversation about [[Mutation]]
 
-
=== September 14th ===
+
{| cellpadding=2 border=1 cellspacing=2
 +
|-
 +
| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
 +
|-
 +
| style="text-align:left;" |Spiritual and right-now || ≥ 5 || ≥ 4 || ≥ 3
 +
|}
-
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.
+
=== 17 November 2015 ===
-
=== September 11th ===
+
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
-
Our email list is incomplete and does not include, for example, late-registering students, so if
+
=== 23 October 2015 ===
-
you have not received email from us, please email the [[Staff]] and be sure
+
-
to monitor our web page for announcements during the coming week.
+
-
Professor Teller's subject, 6.142, has moved to an 11am start time to
+
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:
-
accommodate students who want to take both 6.142 and 6.034.
+
-
We will have either tutorials or open office hours on Monday,
+
{| cellpadding=2 border=1 cellspacing=2
-
depending on whether the registrar can get rooms for us by then.
+
|-
-
The locations will be announced during lecture. 
+
| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
-
Preliminary tutorial assignments are now available: [[Tutorials]]
+
|-
 +
| style="text-align:left;" | Problem 1: Constraint Satisfaction Problems || ≥ 44 || ≥ 40 || ≥ 35
 +
|-
 +
| style="text-align:left;" | Problem 2: ID Trees & k-Nearest Neighbors || ≥ 45 || ≥ 40 || ≥ 35
 +
|-
 +
| style="text-align:left;" |Total || ≥ 89 || ≥ 80 || ≥ 70
 +
|}
-
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 ===
+
{| cellpadding=2 border=1 cellspacing=2
 +
|-
 +
| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
 +
|-
 +
| style="text-align:left;" |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 [http://aurellem.org/6.868/32-251.jpg Prof. Winston's office] when he is in. Thresholds are:
 +
 
 +
{| cellpadding=2 border=1 cellspacing=2
 +
|-
 +
| ||Thorough understanding (5) ||Acceptable understanding (4)|| Some understanding (3) / needs work
 +
|-
 +
| style="text-align:left;" | Problem 1: Rule-Based Systems || ≥ 35 || ≥ 31 || ≥ 26
 +
|-
 +
| style="text-align:left;" | Problem 2: Search || ≥ 26 || ≥ 22 || ≥ 18
 +
|-
 +
| style="text-align:left;" | Problem 3: Games || ≥ 27 || ≥ 23 || ≥ 20
 +
|-
 +
| style="text-align:left;" |Total || ≥ 88 || ≥ 76 || ≥ 64
 +
|}
 +
 
 +
=== 29 September 2015 ===
-
Lab 0 is now available.
+
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
-
Please '''do''' bring a laptop to the mega-recitation tomorrow, if you have one.
+
=== 24 September 2015 ===
-
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.
+
Final has been scheduled for Wednesday, 16 December, 9am-12pm, Johnson.
-
=== September 9th ===
+
=== 23 September 2015 ===
-
[http://doodle.com/tptv9y2bu8qxt6hi Give us your tutorial availability] please.
+
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.  
-
There will be no regular recitations this week.  There is a mega-recitation, however.
+
=== 19 September 2015 ===
-
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@.
-
==== Mega-recitations ====
+
=== 16 September 2015 ===
-
Mega-recitations occur on Fridays at 10 AM in 10-250, the same time slot that is occupied by lectures on Mondays and Wednesdays.
+
-
The first mega-recitation, on Friday, September 11th, will be a refresher on the Python programming language.
+
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.
-
==== Times and places of recitations and tutorials ====
+
=== 13 September 2015 ===
-
Please fill out the [http://doodle.com/tptv9y2bu8qxt6hi Tutorial scheduling form].  You will learn which tutorial you are in by email.
+
-
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 ====
+
<table border=1 cellspacing=0 cellpadding=10">
-
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.
-
* 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.
-
* 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 14:37, 31 January 2016

Image:Evolve.jpg
Somewhere, something went wrong.



Contents

What should I take next?


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.


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

10 December 2015

Final review sessions are tomorrow. Quizzes can be picked up between sessions, on the hour.

7 December 2015

We have released the promised grade calculator. See reference stuff above.

3 December 2015

Quiz 4 will be returned in the final 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: Adaboost ≥ 44 ≥ 39 ≥ 33
Problem 2: Bayes Nets ≥ 44 ≥ 37 ≥ 30
Total ≥ 88 ≥ 76 ≥ 63


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

1 December 2015

Quiz 4 is tomorrow during class time (10 AM). Locations are the same as for Quiz 2:

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

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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