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