Stanford AI Class this Semester for Free
#6 Members - Reputation: 438
Posted 02 September 2011 - 09:09 AM
Thanks again.
Remember to mark someones post as helpful if you found it so.
#7 Members - Reputation: 100
Posted 02 September 2011 - 12:33 PM
Seems like a hell a lot of fun to learn many different things in this department. Plus the professors seem quite excited about this themselves.
Anyway would be cool to know if we will are still able to change from basic to advanced.
#9 Members - Reputation: 141
Posted 08 September 2011 - 05:29 AM
.....
If you are taking the Stanford Artificial Intelligence course, OCW has some great resources to supplement your study. If taking a structured course is more of a commitment than you are ready for, these courses are great opportunity to explore the field:
* Artificial Intelligence
(http://e2ma.net/go/10659483669/3862306/109008688/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/ )
* Techniques in Artificial Intelligence
(http://e2ma.net/go/10659483669/3862306/109008689/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-825-techniques-in-artificial-intelligence-sma-5504-fall-2002/ )
* Structure and Interpretation of Computer Programs
(http://e2ma.net/go/10659483669/3862306/109008690/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-001-structure-and-interpretation-of-computer-programs-spring-2005/index.htm )
* Fundamentals of Probability
(http://e2ma.net/go/10659483669/3862306/109008691/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-436j-fundamentals-of-probability-fall-2008/ )
* Machine Vision
(http://e2ma.net/go/10659483669/3862306/109008692/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-801-machine-vision-fall-2004/ )
* The Human Intelligence Enterprise
(http://e2ma.net/go/10659483669/3862306/109008694/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-803-the-human-intelligence-enterprise-spring-2006/ )
* Machine Learning
(http://e2ma.net/go/10659483669/3862306/109008695/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-867-machine-learning-fall-2006/ )
* Knowledge-Based Applications Systems
(http://e2ma.net/go/10659483669/3862306/109008696/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-871-knowledge-based-applications-systems-spring-2005/index.htm )
* Advanced Natural Language Processing
(http://e2ma.net/go/10659483669/3862306/109008698/12960/goto:http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-864-advanced-natural-language-processing-fall-2005/ )
* Linear Algebra
(http://e2ma.net/go/10659483669/3862306/109008699/12960/goto:http://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/ )
* Design of Electromechanical Robotic Systems
(http://e2ma.net/go/10659483669/3862306/109008700/12960/goto:http://ocw.mit.edu/courses/mechanical-engineering/2-017j-design-of-electromechanical-robotic-systems-fall-2009/)
* Introduction to Robotics
(http://e2ma.net/go/10659483669/3862306/109008701/12960/goto:http://ocw.mit.edu/courses/mechanical-engineering/2-12-introduction-to-robotics-fall-2005/ )
ESD.86 Models, Data and Inference for Socio-Technical Systems
(http://e2ma.net/go/10659483669/3862306/109008702/12960/goto:http://ocw.mit.edu/courses/engineering-systems-division/esd-86-models-data-and-inference-for-socio-technical-systems-spring-2007/ )
....
I hope this is useful.
#10 Members - Reputation: 402
Posted 24 September 2011 - 11:44 AM
I study programming at a uni in sweden, but being able to take part in this feels like a real treat.
You know the teacher is good when he have written the course literature
I think it is great that more schools/universities offer their education in alternative forms.
There are so many people (including me) that have signed up for these courses that would othervise never be able to do something like this!
like! =)
#12 Moderators - Reputation: 1874
Posted 12 October 2011 - 08:50 AM
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#15 Members - Reputation: 1565
Posted 14 October 2011 - 03:43 PM
So far it's been pitched just right for me - lots of "uh-huh" and "ah, I see. Awesome!" moments, and very few "what the hell did he just say?"
When I first looked at the syllabus and exercises for the real Stanford class, I was a bit worried about implementing A* as the first week's homework. After doing the online homework, I'm a little disappointed and very tempted to do the Stanford pacman homework as well. Which just goes to show how well paced the course is so far, I guess!
I don't know much about AI, and it's been interesting to compare a modern Stanford(ish) "Intro to AI" course to the "Intro to AI and KBS" I did many years ago in my time at (a lesser) university.
#16 Members - Reputation: 406
Posted 15 October 2011 - 02:37 PM
Great course I think. I hope it can only get better!
My personal links :)
- Khan Academy - For all your math needs
- Java API Documentation - For all your Java info needs :D
- C++ Standard Library Reference - For some of your C++ needs ^.^
#17 Members - Reputation: 109
Posted 16 October 2011 - 10:11 AM
The cool thing was I finished the book AI Game Programming by Example right before I started the course. I finished it in the sense, I did all the code too. It made it much easier for me being in this course now. When they talk about agents, I am not like woooo what is that woow, my goood, you know
#18 Members - Reputation: 438
Posted 18 October 2011 - 03:09 PM
Other than that the course and homework is going very well.
Remember to mark someones post as helpful if you found it so.
#19 Members - Reputation: 438
Posted 18 October 2011 - 03:12 PM
Can anyone explain how the A* homework question about the hueristic is "yes"? I said it isn't because although the pieces surronding the goal are correct, there is no way the values set on the rest of the board are guesses to the goal.
Other than that the course and homework is going very well.
Bah nevermind I figured it out looking back through my notes for the 100th time. The hueristic is admissiable as long as it doesn't over estimate.
Remember to mark someones post as helpful if you found it so.
#20 Members - Reputation: 141
Posted 20 October 2011 - 06:41 AM
Lecture #01: https://docs.google.com/document/d/1tF3TJ98uysJHKasFjBidBolhQBNLhz9H0sx28D6Fku0/edit?hl=en_US
Lecture #02: https://docs.google.com/document/d/1eH5ZqtpOpVsURqelWEydTesFKInqXJVXLQElMUGElPA/edit?hl=en_US







