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CS2. 21: Artificial Intelligence: Principles and Techniques. Time/location: Lectures: Mon/Wed 1: 3. NVIDIA auditorium (watch online)Sections: Thurs 4: 3. NVIDIA auditorium; see calendar for schedule. Office hours: CA office hours are in the Huang basement; see calendar for times; see [Office Hour Logistics] for logistics.

Course assistants: Head CA: Steve Mussmann. Darren Baker. Zach Barnes. Bardia Beigi. Zhi Bie. Heather Blundell. Rickard Brüel Gabrielsson. Orion Despo. Tony Duan. David Eng. Mark Holmstrom.

Helen Jiang. Nish Khandwala. Hansohl Kim. Andrey Kurenkov. Sydney Li. Dylan Liu. Michelle Mei. Amani Peddada. Watch Late August, Early September Online Hulu.

Reid Pryzant. Alisha Rege. Vig Sachidananda.

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Feiran Wang. Yang Yuan. How to contact us. Please use Piazza. For SCPD students, email scpdsupport@stanford. Announcements: see Piazza.

NOTE: If you enrolled in. Axess, you should be added to the Piazza group automatically.

You can also register independently; there is no access code required to join the group. Calendar: look here. Grades: click here to check your grades and autograder feedback. What is this course about? What do web search, speech recognition, face recognition, machine translation. These are all complex real- world problems.

AI) is to tackle these. In this course, you will learn the foundational principles that drive these. Specific. topics include machine learning, search, game playing, Markov decision. The main goal of the course is to equip you with the tools to tackle new. AI problems you might encounter in life. Prerequisites. This course is fast- paced and covers a lot of ground.

You should have taken the following classes (or their equivalents). There is no required textbook for this class, and you should be able to. However, if you would like to pursue more advanced topics or get another. Bear in mind that some of these books can be quite dense and use different. CA office hours are either in the Huang basement or online. See calendar for times.

In both in- person and online office hours, you will need to register an account on Queue. Status. When you wish to join the queue, click "Sign Up" at the CS2. Be sure to enter your email when you "Sign Up"; this is a way for the CA to contact you.

Look for announcements on the left panel for more information. For online office hours, you will need to install Zoom to video call with the CA. See instructions below. Go to downloads and download appropriate Linux package from 'Zoom Client for Linux'.

Open package (e. g. Ubuntu Software Center' or other appropriate application) and install.

Windows. Go to Stanford Zoom and click 'Launch Zoom'. Click 'host meeting'; nothing will launch but there will a link to 'download & run Zoom'. Click on 'download & run Zoom' to download 'Zoom_launcher.

Run 'Zoom_launcher. Homeworks (6. 0%). There will be weekly homeworks with both written and programming parts.

Each homework is centered around an application and will also deepen your understanding of the theoretical concepts. Some homeworks will have a competition component; winners will receive extra credit. Here are all the homework deadlines.

Exam (2. 0%): The exam is a three- hour written exam that will. You cannot use any external aids. If you have a major conflict (e.

Your request must be submitted by Tue Oct 3. Date: Tue Nov 2. 8 from 6pm to 9pm. Location. Last names A- I: TBDLast names J- M: TBDLast names N- S: TBDLast names T- Z: TBDFor SCPD students, your exams will be distributed through the SCPD office once you have set up an exam monitor.

Project (2. 0%): The final project provides an opportunity for you to. Projects should be done in groups of up to three. The project will be something that you work on throughout the course and we have set up some milestones. Showtime Full Arlen Faber Online Free more.

See the project page for more details. Regardless of the group size, all groups must submit the same basic amount of work as detailed in each milestone. Of course, the experiments may not always be successful. For inspiration, we have made. CS2. 21 projects available for viewing. You will be awarded with up to 2% extra credit. Written assignments.

Homeworks should be written up clearly and succinctly; you may lose points if your answers. Here is an example of what we are looking for. You are encouraged to use La.

Te. X to writeup your homeworks. You will receive. La. Te. X, Microsoft Word). We will accept scanned handwritten assignments but they will not receive the bonus point. Programming assignments. The grader runs on Python 2.

Python 3) or older versions (below 2. Please use Python 2.

Although we recommend that you use a UNIX environment (e. Linux or OS X). the sanity check script grader.

Windows as well. Note that no matter what OS you use, you will need to submit the assignments on corn machines. The final grading will be run on Linux servers. The submitted code will not be graded if it has one of the following issues. The code does not run on corn. In particular, Python packages outside the standard library are not guaranteed to work. The code quits unexpectedly.

To prevent this, do not use quit(), exit(). The code reads external resources other than the files given in the assignment.

The code is malicious. This is considered a violation of the honor code. The score of the assignment will be zero (0) and the incident will be reported to the Office of Judicial Affairs. Watch And Now For Something Completely Different 4Shared more.

Collaboration policy and honor code. You are free to form study groups and discuss homeworks and projects. However, you must write up homeworks and code from scratch independently. The following are considered to be honor code violations. Looking at the writeup or code of another student. Showing your writeup or code to another student. Discussing homework problems in such detail that your solution (writeup or code) is almost identical to another student's answer.

Uploading your writeup or code to a public repository (e. Looking at solutions from previous years' homeworks - either official or written up by another student. When debugging code together, you are only allowed to look at the input- output behavior. It is important to remember that even if you didn't copy but just gave. We periodically run similarity- detection software over all. Anyone violating the honor. Office of Judicial Affairs.

If you feel like you made a mistake (it can happen, especially under time. Percy or the head CA. Electronic Submission. All assignments (homework problems and project milestones) must be submitted using the submit script by. Please note that the submission script only works on corn. To submit: Copy your submission files.

ID>. pdf and submission. You can use a graphical interface.

Secure. FX. File. Zilla. Fugu) or the following command.

SUNet. ID> @corn. Login to corn. stanford. SUNet. ID> @corn.

For Windows, you can use. Secure. CRT. Pu. TTY, or. Cygwin. Make sure you use the binary transfer mode, as the ASCII transfer mode will damage PDF files! Make sure the code runs correctly on corn. Otherwise, the code will not be graded.)Type. WWW/submit. py < assignment ID> < directory with your submission files>.

For example, if the assignment ID is foundations. WWW/submit. py foundations ./. You are allowed to submit an assignment a maximum of ten (1. Each submission will replace the previous. Since we do not accept the assignments from other submission methods (e. Do not wait until the deadline. If anything goes wrong, please ask a question on Piazza or contact a course assistant.

Do not email us your submission. Partial work is better than not submitting any work. You can check here for confirmation of your submission. For assignments with a programming component, we will automatically.

Important: just because you pass the basic test cases, you are by no. Unless the assignment instructs otherwise, all of your code modifications.

ID>. pdf. For the project milestones, make sure the same one member of your. The submission should include a. SUNet. IDs of the entire. Do not include your names!