Free PM MBA: Roadmap to PM & AI Mastery

Everything I wish I had 16 years ago to become an amazing PM

A year ago, I started this podcast with just one belief:

“If I could learn from the best minds in product, growth, and AI - maybe others would want to learn too.”

90 episodes later, we’ve built a university without walls.

It’s not your normal podcast. I haven’t just invited random, big tech names who will draw views. I’ve invited real builders who will help you learn: from Abhishek Viswanthan (2x CPO) to Tanguy Crusson (HoP).

But it’s a lot of content. It’s not only easy to miss an episode, it’s also hard to put it together into a framework integrating everything.

So, that’s what I’ve done today. I’ve compiled the podcast episodes into 2 key roadmaps:

1. The Complete PM MBA

2. The AI PM Blueprint

If you’ve ever felt lost trying to level up in product with AI, this is your map.

P.S. Don’t miss a future episode. Subscribe on YouTube, Apple, and Spotify.

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1. The Complete PM MBA

📚 CORE CURRICULUM

PM 101: Product Management Foundations

• Prof. Marty Cagan - Inspired Product Teams & Leadership

• Prof. Dan Olsen - Lean Product Playbook Methodology

• Prof. Melissa Perri - Escaping the Build Trap

PM 201: Advanced Product Strategy

• Prof. Roger Martin - Playing to Win Strategy Framework

• Prof. Ravi Mehta - Tinder/Meta/TripAdvisor Strategy

• Prof. Jeremy Epling - $2.4B Vanta Product Strategy

• Prof. Ed Biden - Snap Product Strategy

🚀 GROWTH DEPARTMENT

GROWTH 301: Growth Fundamentals

• Prof. Brian Balfour - Reforge Growth Principles

• Prof. Wes Bush - Product-Led Growth Mastery

• Prof. Andre Nader - Meta Growth (9+ Years)

• Prof. Jaryd Hermann - PLG Implementation

• Prof. Kate Syuma - 25 Growth Product Designs

GROWTH 401: Advanced Growth Systems

• Prof. Hila Qu - GitLab & Acorns Growth Leadership

• Prof. Maria Cuasay - Ancestry Growth at Scale

• Prof. Andrew Capland - Wistia/Postscript Growth

• Prof. Mona Gandhi - Airbnb Early Growth Tactics

• Prof. Shubham Khoker - TopMate Growth Strategy

• Prof. Anuj Rathi - Swiggy: 30K→1M Orders/Day

• Prof. Aatir Abdul Rauf - The New Growth Trio

📊 ANALYTICS & DATA DEPARTMENT

DATA 201: Product Analytics

• Prof. Spenser Skates - Amplitude: Building Analytics Empire

• Prof. Henry Schuck - ZoomInfo: $4.2B Data Strategy

• Prof. George Harter - 20+ Years User Research

• Prof. Itamar Gilad - Confidence Meter Framework

🤖 AI & TECHNOLOGY DEPARTMENT

AI 301: AI Product Management

• Prof. Marily Nika - Google/Meta AI Product Leadership

• Prof. Aman Khan - Arize/Spotify/Cruise AI PM

• Prof. Pawel Huryn - AI Product Strategy & Implementation

• Prof. Colin Matthews - AI Prototyping Tools Mastery

AI 401: Advanced AI Implementation

• Prof. Thomas Occhino - Vercel v0: AI Tool Building

• Prof. Hamel Husain - AI Engineering for PMs

• Prof. Shreya Shankar - AI Product Development

• Prof. Tanguy Crusson - AI Product Discovery

• Prof. Harish Mukhami - Building AI Employees

• Prof. Sam Kawsarani - Paramount AI Products

💼 CAREER DEVELOPMENT DEPARTMENT

CAREER 201: Interview Mastery

• Prof. Gayle McDowell - Cracking the PM Interview

• Prof. Lewis Lin - Decode and Conquer Method

• Prof. Diego Granados - Landing Google AI PM Role

• Prof. Shravan Tickoo - Training 500+ Professionals

CAREER 301: Career Acceleration

• Prof. Chloe Shih - From Laid Off to 750K+ Followers

• Prof. Satish Mummareddy - $50K to $750K Journey

• Prof. Pierre Herubel - 125K+ LinkedIn Growth

• Prof. Shobhit Chugh - Coaching 1000+ PMs

• Prof. Dr. Nancy Li - Landing FAANG AI PM Roles

• Prof. Bilawal Sidhu - 3x Promoted at Google

• Prof. Ethan Evans - Rising to Amazon VP

• Prof. Phyl Terry - Never Search Alone

🏢 EXECUTIVE LEADERSHIP DEPARTMENT

EXEC 401: CPO/VP Leadership

• Prof. Claire Vo - 3x CPO Leadership Journey

• Prof. Abishek Viswanathan - 2x CPO Experience

• Prof. Colin Lernell - 3x Sr Director Path

• Prof. Scott Jones - VP at RealEyes

• Prof. Mike Davey - Series C VP Leadership

💰 ENTREPRENEURSHIP DEPARTMENT

STARTUP 301: Building Unicorns

• Prof. Roy Lee - Cluely: $20M Startup

• Prof. Eric Simons - Bolt: Live Coding Empire

• Prof. Guillaume Moubeche - Lempire: $1K→$150M+

• Prof. Benjamin Humphrey - Dovetail: $970M SaaS

• Prof. Gagan Biyani - Maven: Cohort-Based Courses

• Prof. Matt Arbesfeld - LogRocket: AI Startup

• Prof. Bret DesignJoy - $2M One-Person Business

• Prof. Thibault Louis-Lucas - Selling SaaS for $10M

• Prof. Nan Yu - The Linear Method

🎯 SPECIALIZATION TRACKS

B2B Product Specialization:

• Prof. Jason Knight - 25+ Years B2B Mastery

• Prof. Ben Williams - Synk/CloudBees B2B Growth

• Prof. Kyle Poyar - SaaS Pricing Mastery

• Prof. Anthony Pierri - B2B Positioning Authority

• Prof. Maja Voje - B2B GTM Strategy

Team & Process Specialization:

• Prof. Stephanie Leue - 15+ Years High-Performing Teams

• Prof. Maria Chec - Agile & Scrum Mastery

• Prof. Ramli John - Product-Led Onboarding

• Prof. Christian Idiodi - Product Transformation

• Prof. David Pereira - 2x Head of Product

🔧 ELECTIVES & WORKSHOPS

Special Topics:

• Prof. Vineeth Madhusudanan - Stop Using Frameworks

• Prof. Mirela Mus - Product Agencies Masterclass

• Prof. Sergio Pereira - Fractional CPO/CTO Work

• Prof. Matt LeMay - Building $1M+ Product Teams

• Prof. Bryan Helmig - Zapier CTO Insights

• Prof. Poorvi Shrivastav - Big Tech Career Growth

• Prof. Andy Carroll - Vibe Coding for PMs

• Prof. John Beckmann - How Zoom Took Over World

• Prof. Brad Schaefer - PM to VP Journey

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2. The AI PM Blueprint

Level 1: AI PM Foundations

• How to become an AI PM: Marily Nika (Google/Meta AI PM)

• Prototyping → Observability → Evals: Aman Khan (Arize/Spotify/Cruise)

• 15+ Years PM in Era of AI: Sam Kawsarani (Paramount Commerce VP)

Level 2: AI Strategy & Implementation

• AI PRDs, Product Strategy, AI basics to expert: Pawel Huryn (AI PM Expert)

• Behind v0 (Top AI Prototyping Tool): Thomas Occhino (Vercel CPO)

• 21 Harsh Truths about Product Management in AI: Scott Jones (Realeyes VP)

Level 3: AI Engineering for PMs

• AI Evals: Hamel Husain & Shreya Shankar (AI Engineering Duo)

• Tutorial of Top 5 AI Prototyping Tools: Colin Matthews (AI Prototyping Expert)

• AI Product Discovery: Tanguy Crusson (Jira Product Discovery Head)

Level 4: AI Product Execution & Building

• Built AI Employee in 62 mins: Harish Mukhami (AI Employee Builder)

• Bolt Tutorial from CEO: Eric Simons (Bolt CEO)

• $20M AI Founder Challenging Elon and Sam: Roy Lee (Cluely $20M AI Startup)

• 15 Steps to Build a $100M+ AI Company: Matt Arbesfeld (LogRocket CEO)

• He Sold $10M in SaaS Breaking All Rules: Thibault Louis-Lucas (Taplio Founder)

Level 5: AI Workflow & Automation

• Streamlining PM work with AI automation: Tal Raviv (AI PM Automations)

• Airtable AI PM Automations and Workflows: Anthony Maggio (Airtable VP)

• Vibe Coding Tutorial in 72 mins (Windsurf): Andy Carroll (16-Year PM)

• Model Context Protocol (MCP) and AI Automations: Bryan Helmig (Zapier CTO)

Level 6: AI in Enterprise & Strategy

• Enterprise AI tool adoption, org AI strategy: Jeremy Epling (Vanta $2.4B CPO)

• How to Develop Your AI Product Strategy: Satyajeet Salgar (Google AI Director)

Level 7: How to Get an AI PM Job

• How to break into AI PM at Google: Diego Granados (Google AI PM)

• How to Become and Succeed as an AI PM: Marily Nika (Google/Meta AI PM)

• 2025 Job Search Masterclass: Dr. Nancy Li (Job Search Expert)

• How to Land Your Next PM Role: Shobhit Chugh (Career Coach)

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Heartfelt Gratitude 🫶

To Every Single Guest: Thank you for sharing your time and wisdom. Each conversation added unique value.

To Our Amazing Community: Thank you for listening, engaging, and sharing these conversations. Your support makes this journey possible.

Looking Forward

90 episodes down, but we're just getting started!

Here's to more incredible learning 🍻