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Classes
AI Past, Present, and Future
AI Past Present and Future (OLLI 2024)
ECS161
course_info
ECS170
Assignments
Collaboration Survey 1
Collaboration Survey 2
Homework 2
Project Check-In
Project Code and Report
Project Presentation
Project Proposal
Reading Reflection
Course Info
ECS170 Course Info
Preparing for ECS170 Artificial Intelligence
lectures
Discussion 1
Lecture 1.2: Project Tips
Lecture 1.3: Prerequisites
Lecture 1.4: AI Traditions & History
Lecture 2.1: Search Intro
Lecture 2.2: Best-First Search
Lecture 2.3: Informed Search
Lecture 2.4: Adversarial Search
Lecture 4.1: Machine Learning with Decision Trees
Lecture 4.2: Machine Learning with Decision Trees Continued
Lecture 7.1: Reinforcement Learning Intro
Lecture 7.2 Reinforcement Learning Terminology
Lecture 7.2: RL Terminology
Lecture 7.4: Policy Gradient Methods
Module 1
Module 2
ECS171
assignments
Collaboration Survey 1
Collaboration Survey 2
ECS171 Project Proposal
tips
Converting Jupyter Notebooks
ECS171 Course Info
ECS188
Course Info
ECS188 Course Info
modules
Module 2
readings
Readings
FQ2024 Paper Draft Feedback
Adding Substance to Machine Learning Projects
FAQs (All Classes)
Microphone Placement
PTA Numbers
Teaching Schedule
Using GitHub Classroom
For TAs
Can I TA for You? (A Page for Prospective TAs)
GitHub Classroom (For TAs)
Postponing a Quiz
Printing and Scanning Tips
Quiz Checklist
Remote Quizzes
Responding to Students
Weekly Meeting
Other
AI in the Classroom
Automating Forge Repository Setup in Emacs
Can I present in your class?
Emacs as a Lecture Tool
Getting Comfortable
Goodhart's Law and Assumptions about Incentives
Installing spaCy models with uv
Interrupts
NAAPS Model: The Super Short Version
Programmer's Distaste
Remapping Discord Keybindings
Second-Order Consequences
Storage on the Workstation
The Agency-Consciousness Matrix
Thinking with Labels, Thinking with Causes
Three Uses of the word "Model" in Machine Learning
Time Management Questions
True Workflow Improvement and Workflow Improvement Anti-Patterns
Research
requests_for_collaboration
Human Interrupt Description Language and Group-Optimal Interrupt Policy
Undergraduate Research
Programming
Asking for help and getting unstuck with GEO-HTR
Copilot Access
Easy Debugging Tricks
Functional Figure Composition in Matplotlib
Python debug snippet using `code`
Tips for Long-Running Jobs
Tips for working with Git and GitHub
Troubleshooting your Python Environment
Why you should avoid clicking buttons
Reading
Getting Started Reading Research Papers
Writing
Publication Checklist
Writing a Related Work Section
Writing Tips
Fast vs. Hasty
Getting Involved
Queue-Based Models of Salience
Refreshing Projects tracked in GitHub Issues
research_competencies
Student Research Interest
style_guide
Talking about Research
Working Papers
The NaaPS Model for Silicon Sampling
QR Code
Recommendation Letters
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