🚀 Cohort #7 Schedule Highlights (All Times in Pacific Standard Time)
Week 1 (Jan 19—Jan 25) AI Product Strategy (GUCCI Framework) and AI Basics
Create Winning AI Product Strategy (Mon 1/19 5—6PM PST)
AI 101 and Program Kick Off (Mon 1/19 6—7PM PST)
PM: Pitch Day Refinement (Tue 1/20 4:30—7:30PM PST)
Tech Ownership (Wed 1/21 6—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 1/24 8—9AM 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 (Jan 26—Feb 1) End-to-End Al Product Management Lifecycle
AI PM Life Cycle Session (Mon 1/26 5—7PM PST)
Group Project Kickoff: Pitch ideas, and assemble a team of PMs and AI designers (Tue 1/27 7—9AM PST)
Office hours/Q&A sessions to clarify doubts (Sat 1/31 8—9AM PST)
💪 Topics:
✅Al Product Lifecycle
✅AI hypothesis validation
✅AI scalability
✅MVP and Launch
✅Building Models
✅Success Metrics
✅Training Models
🚣 Case Study: Introduce a high-level case study
Week 3 (Feb 2—Feb 8) Existing LLM and Al Models, Trade-offs, and Pricing
AI Models and LLM Session (Mon 2/2 5—7PM PST)
PM: Structuring Your Product Team for Success (Tue 2/3 4:30—6PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 2/7 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 (Feb 9—Feb 15) Advanced Al
Advanced AI Session (Mon 2/9 5—7PM PST)
AI Developer Team Match: Pitch ideas and team match with developers and a demo (Tue 2/10 7—9AM PST)
Office hours/Q&A sessions to clarify doubts (Sat 1/14 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 (Feb 16—Feb 22) Al Ul/UX Design and Al Architecture
Cross-functional Team Collaboration Session - AI UI/UX Design (Mon 2/16 5—6PM PST)
Cross-functional Team Collaboration Session - AI Architecture (Mon 2/16 6—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 2/21 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 (Feb 23—Mar 1) GTM - Drive users and engagement of your Al Project
Go-to-market Strategy Session (Mon 2/23 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sun 2/28 8—9AM PST)
Week 7 (Mar 2—Mar 8) Advanced Prompt Engineering
Prompt Engineering Session (Mon 3/2 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 3/7 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 (Mar 9—Mar 15) AI Model Evaluation, Prototyping & Building with No-Code Tools
AI Model Evaluation, Prototyping & Building with No-Code Tools (Mon 3/9 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 3/14 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 (Mar 16—Mar 22) Al Product Portfolio Development
AI Product Portfolio Development Session (Mon 3/16 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 3/21 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 (Mar 23—Mar 29) Create an Al PM Resume That Lands You Many offers
Office hours/Q&A sessions to clarify doubts (Sat 3/28 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 (Mar 30—April 5) Nail Your Al PM Interviews
PM Interview Questions and Answers Session (Mon 3/30 5—7PM PST)
Office hours/Q&A sessions to clarify doubts (Sat 4/4 8—9AM 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 (Tue 3/31 7:00—9:30 AM 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
🧑🏫 Mentor Office Hours:
✅ AI PM Office Hours with Mark Walker: Join us every Saturday at 8:00AM PST, starting from Week 1
✅ Weekly Agenda Sessions: These will be hosted by Dr. Nancy or Mentor Mark Walker. You can find the full timeline and schedule on item #4 of our AI PM Bootcamp FAQ page
✅ Special Sessions with Mentor Linda: Mentor Linda will host two additional AI PM office hours prior to the Team Match session.
💡 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 in Week 10
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Demo Day: Final product showcase in front of industry experts