|
|
|
Generative AI Policy: Each student is expected to submit their own solutions to the CS221 homeworks. You may use generative AI tools such as Co-Pilot and ChatGPT as you would use a human collaborator. This means that you may not directly ask generative AI tools for answers or copy solutions, and you must acknowledge generative AI tools as collaborators. The use of generative AI tools to substantially complete an assignment or exam (e.g. by directly copying) is prohibited and will result in honor code violations. We will be checking students' homework to enforce this policy.
Anyone violating the honor code policy will be referred to the Office of Community Standards. If you think you violated the policy (it can happen, especially under time pressure!), please reach out to us; the consequences will be much less severe than if we approach you.
Homeworks must be typeset and submitted on Gradescope as a PDF. The coding portion will be auto-graded; you get only feedback on a subset of the test cases. Auto-grading is strict, so check your outputs carefully! Read more about the policies around late days (7 total, max 2 per homework), regrades, and submission.
Both exams will be in-person.
CGOE (formerly SCPD) Students: CGOE students will need to nominate exam monitors for both exams and coordinate the exam process with the CGOE exams team. Please refer to this link for more information on the process. For any additional questions, please reach out to the CGOE exams team.
Monday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday | |
---|---|---|---|---|---|---|---|
Week 1 | Sept 23 | Sept 24 |
Sept 25 |
Sept 26 | Sept 27 | Sept 28 | Sept 29 |
Modules
Introduction Prerequisites Machine Learning I Homework [Foundations] |
Lecture:
Introduction (Nima) 1:30pm - 2:50pm |
Lecture:
Machine Learning I (Nima) 1:30pm - 2:50pm |
Problem Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
||||
Week 2 | Sept 30 | Oct 1 |
Oct 2 |
Oct 3 | Oct 4 | Oct 5 | Oct 6 |
Modules
Machine Learning II Homework [Sentiment] |
Lecture:
Machine Learning II (Nima) 1:30pm - 2:50pm |
Foundations HW due
Prerequisites Quiz due |
Lecture:
Machine Learning III (Nima) 1:30pm - 2:50pm |
Problem Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
|||
Week 3 | Oct 7 | Oct 8 |
Oct 9 |
Oct 10 | Oct 11 | Oct 12 | Oct 13 |
Modules Search Homework [Route] |
Lecture:
Search (Dorsa) 1:30pm - 2:50pm Project Interest Form due |
Sentiment HW due |
Lecture:
Search & Heuristics (Dorsa) 1:30pm - 2:50pm |
Final Study List Deadline
Problem Session: 1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
|||
Week 4 | Oct 14 | Oct 15 |
Oct 16 |
Oct 17 | Oct 18 | Oct 19 | Oct 20 |
Modules MDPs I MDPs II Homework [Mountaincar] |
Lecture:
MDPs I (Dorsa) 1:30pm - 2:50pm |
Route HW due |
Lecture:
MDPs II (Dorsa) 1:30pm - 2:50pm |
|
Problem Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
||
Week 5 | Oct 21 | Oct 22 | Oct 23 | Oct 24 | Oct 25 | Oct 26 | Oct 27 |
Modules Games Homework [Pacman] |
Lecture:
Games I (Dorsa) 1:30pm - 2:50pm Project Proposal due |
Mountaincar HW due |
Lecture:
Games II (Dorsa) 1:30pm - 2:50pm |
|
Midterm Review Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
||
Week 6 | Oct 28 | Oct 29 | Oct 30 | Oct 31 | Nov 1 | Nov 2 | Nov 3 |
Modules Factor Graphs |
Lecture:
Factor Graphs (Nima) 1:30pm - 2:50pm |
Lecture:
Beam Search (Nima) 1:30pm - 2:50pm Midterm Exam 6-8pm |
Problem Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
||||
Week 7 | Nov 4 | Nov 5 | Nov 6 | Nov 7 | Nov 8 | Nov 9 | Nov 10 |
Modules Markov Nets Bayesian Nets Homework [Scheduling] |
Lecture:
Bayesian Nets I (Nima) 1:30pm - 2:50pm |
Pacman HW Due |
Lecture:
Bayesian Nets II (Nima) 1:30pm - 2:50pm |
Problem Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
|||
Week 8 | Nov 11 | Nov 12 | Nov 13 | Nov 14 | Nov 15 | Nov 16 | Nov 17 |
Modules Bayesian Nets Logic Homework [Car] |
Lecture:
Bayesian Nets III (Nima) 1:30pm - 2:50pm |
Scheduling HW due |
Lecture:
Logic I (Dorsa) 1:30pm - 2:50pm |
Project Progress Report due |
Withdrawal deadline
Problem Session: 1:30pm - 2:50pm [Slides] |
||
Week 9 | Nov 18 | Nov 19 | Nov 20 | Nov 21 | Nov 22 | Nov 23 | Nov 24 |
Modules Logic Homework [Logic] |
Lecture:
Logic II (Dorsa) 1:30pm - 2:50pm |
Car HW due
|
Lecture:
Fireside Chat 1:30pm - 2:50pm |
Problem Session:
1:30pm - 2:50pm [Problems] [Solutions] [Slides] |
|||
Thanksgiving | Nov 25 | Nov 26 | Nov 27 | Nov 28 | Nov 29 | Dec 30 | Dec 1 |
Break Week! |
|||||||
Week 10 | Dec 2 | Dec 3 | Dec 4 | Dec 5 | Dec 6 | Dec 7 | Dec 8 |
Modules
Conclusion |
Lecture:
Conclusion (Dorsa) 1:30pm - 2:50pm |
Logic HW due
Project Final Report and Video Due |
Project Presentations
1:30pm - 2:50pm |
Final Exam Review Session:
1:30pm - 2:50pm |
|||
Finals Week | Dec 9 | Dec 10 | Dec 11 | Dec 12 | Dec 13 | Dec 14 | Dec 15 |
Finals Week | Final Exam 3:30-5:30pm |