📆 Cohort #4 Timeline
April 12 – July 2, 2025
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Developer kickoff: April 12
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PM/Designer Match: Week of April 21
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Developer Team Match: May 9
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GTM Strategy Launch & User Engagement push using Dr. Nancy's social channels: June 16
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Demo Day: Wednesday, July 2 @ 9:30 AM EST
🗺️ Week-by-Week Agenda (Cohort #4)
Week |
Topic |
Key Dates |
|
|
|
Week 9 |
Go-To-Market Strategy |
Jun 16 (Mon, 9 PM EST) |
Week 10 |
PM Interview Prep |
Jun 25 (Wed, 9 PM EST) |
Week 11 |
1:1 Resume Review + Demo Day |
Demo: Jul 2 (Wed, 9:30 AM EST) |
🧑🏫 Mentor Office Hours:
Tuesdays @ 9 PM EST & Sundays @ 11 AM EST with Austin Sun (when Dr. Nancy is not teaching in the same week)
💡 Core Activities Throughout the Program
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Group Projects: Pitch, validate, build, and launch real AI products
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Live Sessions: Weekly deep dives with mentors & industry experts
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Office Hours: Regular Q&A to support technical and product decisions
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1:1 Resume Review: Personalized support after Week 10
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Demo Day: Final product showcase in front of industry experts
🚀 Cohort #5 Schedule Highlights (All Times in Pacific Standard Time)
Week 1 (Jun 23—Jun 29) Al Product Strategy (GUCCl Framework) and Al Basics
Create Winning AI Product Strategy (Mon 6/23 5—6PM PST)
AI 101 and Program Kick Off (Mon 6/23 6—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 6/29 5—6PM PST)
💪 Topics:
✅Applying the Gucci Framework
✅Creating a strategic roadmap
🎡Description: Students complete Al Basics modules independently
👩💻Dr. Nancy Li will recommend some best Al fundamental course and content for students to study: Machine learning, Deep learning, GenAI, LLM, RAG...
🛠️ Activity: Office hours/Q&A sessions to clarify doubts
🏄♀️ Case study: Long-term Al strategy for a tech company (e.g., Google)
👯 Group Project: PMs brainstorm AI product ideas and prepare for idea pitching
Week 2 (Jun 30—Jul 6) End-to-End Al Product Management Lifecycle
AI PM Life Cycle Session (Mon 6/30 5—7PM PST)
Group Project Kickoff: Pitch ideas, and assemble a team of PMs and AI designers (Tues 7/1 7—9AM PST)
Office hours/Q&A sessions to clarify doubts (Sun 7/6 8—9AM PST)
💪 Topics:
✅Al Product Lifecycle
✅AI hypothesis validationvalidate
✅AI scalability
✅MVP and Launch
✅Building Models
✅Success Metrics
✅Training Models
🚣 Case Study: Introduce a high-level case study
Week 3 (Jul 7—Jul 13) Existing LLM and Al Models, Trade-offs, and Pricing
AI Models and LLM Session (Tues 7/7 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 7/13 8—9AM PSt)
💪 Topics:
✅Overview of Al models
✅Trade-offs and decision-making
✅Pricing strategies
🥑 Case Study: Comparative analysis of Al models for different applications
🥑 Group Project: Conduct voice-of-customer interviews and validate AI hypotheses
Week 4 (Jul 14—Jul 20) Advanced Al
Advanced AI Session (Mon 7/14 5—7PM PST)
AI Developer Team Match: Pitch ideas and team match with developers and a demo (Tue 7/15 7—9AM PST)
Office hours/Q&A sessions to clarify doubts (Sun 7/20 8—9AM PST)
💻 Description: Students have a deep dive on advanced AI topics
⛲ Key AI Knowledge: Agentic AI, MLOpps, Langchain, Data pipeline, Data drifting...
Week 5 (Jul 21—Jul 27) Al Ul/UX Design and Al Architecture
Cross-functional Team Collaboration Session (Mon 7/21 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 7/27 8—9AM PST)
✅Microsoft AI UI/UX design principle
✅LLM Agentic Architecture Patterns
✅Live demo: Install Deekseek R1 model locally
✅Live demo: RAG deployment architecture
🍉 Case Study: Al adoption strategies in large organizations (e.g., Google, Amazon)
☘️ Group Project: Actively developing AI products with your AI team
Week 6 (Jul 28— Aug 3) GTM - Drive users and engagement of your Al Project
Go-to-market Strategy Session (Mon 7/28 5—6PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 8/3 8—9AM PST)
Week 7 (Aug 4—Aug 10) Advanced Prompt Engineering
Prompt Engineering Session (Mon 8/4 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 8/10 8—9AM PST)
✅ Prompt design patterns for different AI use cases
✅ Multi-turn and context-aware prompting
✅ Few-shot and zero-shot prompting techniques
✅ System prompts and guardrails
🎃 Live Practice: Real-time prompt engineering challenges.
🧜 Group Project: Actively developing AI products with your AI team
Week 8 (Aug 11—Aug 17) Prototyping & Building with No-Code Tools
No-code Tools Session (Mon 8/11 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 8/17 8—9AM PST)
✅ No-code tools demo and workshop
✅ Workflow integration best practices: Learn how to integrate LLMs, APIs, and data pipelines into working prototypes.
🏄♀️ Group Project: Rapid prototyping with your AI team
Week 9 (Aug 18—Aug 24) Al Product Portfolio Development
AI Product Portfolio Development Session (Mon 8/18 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 8/24 8—9AM PST)
✅ Turn your launched product into a portfolio that gets noticed
✅ Portfolio structure templates and best practices
🏋️ Dr. Nancy Li reviews selected portfolios and gives personalized suggestions.
⛷️ Group Project: Actively developing AI products with your AI team
Week 10 (Aug 25—Aug 31) Create an Al PM Resume That Lands You Many offers
Office hours/Q&A sessions to clarify doubts (Sun 8/31 8—9AM PST)
✅ Keywords on AI PM resumes
✅ Add the AI Product Portfolio projects on the resume
💻 Activity: 1:1 resume review for AI PM session.
Week 11 (Sep 1—Sep 3) Nail Your Al PM Interviews
PM Interview Questions and Answers Session (Mon 9/1 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Mon 9/1 6—7PM PST)
✅ Discuss the typical AI PM interview questions and how to answer them
✅ How to Manage your Engineering Team
💻 AI PM Interviews Questions and Answers
Group Project Demo: Showcase your product with a demo. Get feedback from AI advisors (Wed 9/3 7—9AM PST)
⛵Use Dr. Nancy L's social media network to drive usage and engagement of your Al projects, demonstration the impact of the project, and build Linkedin authority of Al.
🥑 Create promo of your AI product; Dr. Nancy Li's team shares and distributes them