Schedule
| Week | Date | Day | Class | Topic | Due |
|---|---|---|---|---|---|
| 1 | Aug 31 | Mon | #1 | Course logistics, AoC with AI | |
| Sep 2 | Wed | #2 | Gradient descent (linear regression)Quiz #1Pre-class assessmentLab #0 | Quiz #1Pre-class assessmentLab #0 | |
| Sep 3–4 | Thu/Fri | Check-in #1 | |||
| 2 | Sep 7 | Mon | No class (Labor Day) | ||
| Sep 9 | Wed | #3 | Backpropagation (neural network)Quiz #2Lab #1 | Quiz #2Lab #1 | |
| Sep 10–11 | Thu/Fri | Check-in #2 | |||
| 3 | Sep 14 | Mon | #4 | Broadcasting (neural network)Quiz #3 | Quiz #3 |
| Sep 16 | Wed | #5 | TransformersLab #2 | Lab #2 | |
| Sep 17–18 | Thu/Fri | Check-in #3 | |||
| 4 | Sep 21 | Mon | #6 | TransformersQuiz #4 | Quiz #4 |
| Sep 23 | Wed | #7 | LLMsLab #3 | Lab #3 | |
| Sep 24–25 | Thu/Fri | Check-in #4 | |||
| 5 | Sep 28 | Mon | #8 | Agentic AI (harness, tools)Quiz #5 | Quiz #5 |
| Sep 30 | Wed | #9 | How to Build Full-stack Web ApplicationsLab #4 | Lab #4 | |
| Oct 1–2 | Thu/Fri | Check-in #5 | |||
| 6 | Oct 5 | Mon | #10 | Backend: Databases, Servers, and APIsQuiz #6 | Quiz #6 |
| Oct 7 | Wed | #11 | Frontend: HTML, CSS, and JavaScriptLab #5 | Lab #5 | |
| Oct 8–9 | Thu/Fri | Check-in #6 | |||
| 7 | Oct 12 | Mon | #12 | Containers and DockerQuiz #7 | Quiz #7 |
| Oct 14 | Wed | #13 | Deploying Your App | ||
| Oct 15–16 | Thu/Fri | No check-ins | |||
| 8 | Oct 19 | Mon | No class (Fall Break) | ||
| Oct 21 | Wed | #14 | Rapidly Prototyping with AILab #6 | Lab #6 | |
| Oct 22–23 | Thu/Fri | Check-in #7 | |||
| 9 | Oct 26 | Mon | #15 | Project Launch - Ideation Session | |
| Oct 28 | Wed | #16 | Developer Tools + AI WorkflowLab #7Proposal | Lab #7Proposal | |
| Oct 29–30 | Thu/Fri | Check-in #8 | |||
| 10 | Nov 2 | Mon | #17 | Digital Product Design Crash Course | |
| Nov 4 | Wed | #18 | Prototype Presentations | ||
| 11 | Nov 9 | Mon | #19 | Prototype Presentations | |
| Nov 11 | Wed | #20 | Impact | ||
| 12 | Nov 16 | Mon | #21 | Design Reviews | |
| Nov 18 | Wed | #22 | Design Reviews | ||
| 13 | Nov 23 | Mon | #23 | Guest Lecture (Zoom) | |
| Nov 25 | Wed | No class (Thanksgiving) | |||
| 14 | Nov 30 | Mon | #24 | Presentations | |
| Dec 2 | Wed | #25 | Presentations | ||
| 15 | Dec 7 | Mon | #26 | Presentations | |
| Dec 9 | Wed | #27 | Demo Day |