🚨 The December cohorts is SOLD OUT. Use code AIBUILDLABS before the timer hits zero to unlock the complete package:1. Our new AI Build Labs program (A $2500 value): Master the practitioner's toolkit (n8n, Base44, Lovable) to build and test your ideas independently.2. A special $500 discount on your enrollment. This entire offer—including the $500 discount—expires Sunday, Dec 7th. Team Enrollment (3+):&nbsp;Contact us for special pricing and arrangements at support@productfaculty.com Why it matters: AI Product Manager is the new Product Manager In 2025, every product decision will be an AI decision. This course will allow you to master the skills you need to lead in the AI-driven future. 👨‍💻 𝗔𝗕𝗢𝗨𝗧 𝗧𝗛𝗘 𝗜𝗡𝗦𝗧𝗥𝗨𝗖𝗧𝗢𝗥 Miqdad Jaffer, a&nbsp;Product Leader at OpenAI, has 18 years of experience in building products at some of the world's most successful companies. Currently, he leads enterprise products at OpenAI and was previously the Head of AI Products at Shopify. Miqdad is one of the world's top AI executives and an award-winning AI Product educator. His work on AI has been featured in TechCrunch, MIT’s AI Podcast, FastCompany, The Globe and Mail, and Spotify. He has been listed as one of the top 100 people to follow in Artificial Intelligence by Business Insider and has received many other awards and accolades. If you have any questions about the training, please reach out to me&nbsp;support@productfaculty.com. 💡 𝗔𝗕𝗢𝗨𝗧 𝗧𝗛𝗘 𝗖𝗢𝗨𝗥𝗦𝗘This course is not just about learning; it's about doing. It’s an exercise-heavy training that goes beyond gaining "AI speak" to enhance your credibility and confidence to build AI Products and future proof your career.&nbsp;The live online sessions spread across three classes that will equip you with a comprehensive AI Product playbook. This playbook covers everything from AI use-case validation, product design, development, and delivery, to launch strategies, metrics, and growth.&nbsp;Learn from successful AI product features at leading companies like Shopify, Google, Klarna, and Amazon, and apply these insights in a capstone project where you'll build your own AI-powered feature. Topics Covered (Amongst Others):&nbsp;• Taxonomy of Prompting Techniques• Basic AI Concepts and Processes• Training and Model Improvement• Quality, Bias, and Interpretability• Computational Concepts (Deterministic vs. Non-Deterministic)• Qualitative vs programmatic evaluation&nbsp;• Model Customization Framework• Types of AI Models and Applications• Chain of Thought Prompting• Self-Reflection &amp; Self-Consistency• ReAcT Prompting Framework• Retrieval Augmented Generation (RAG)• Fine-Tuning &amp; RLHF• Function Calling &amp; Tool Usage• LLM-Powered Agents• LLM Evaluation &amp; Judge LLMs• AI Safety &amp; Moderation Tools• Adversarial Prompting (Jailbreaking and Prompt Injections)• Common Real-World Use Cases of LLMs• Understand Advanced Prompting Techniques&nbsp;• Zero-shot prompting• Few-shot prompting/in-context learning• Chain-of-Thought (CoT) 💡&nbsp;COURSE PREREQUISITES This course is NOT for you if:• You work exclusively on non-software products (hardware, pharmaceuticals, deep climate tech, defense tech, etc.)• You're looking for a purely theoretical overview with no hands-on practice• You're looking for a low-effort introduction to AI What to expect:• A structured learning path that starts with the basics – no prior coding required• Beginner-friendly guidance through setting up the OpenAI Playground environment• Practical exercises that build your confidence step-by-step• With dedicated effort, you'll achieve results that directly apply to your work 💡 𝗔𝗕𝗢𝗨𝗧 PRODUCT FACULTY&nbsp;Product Faculty is one of the most recognized names in the PM training industry and has been around for over 8 years. At Product Faculty, we’ve trained and mentored over 10K product managers working at some of the leading companies in&nbsp;the world. Product Faculty’s training has some of the highest NPS (Net promoter scores in the industry with most classes having an NPS of 70+ (considered exceptional and reflect outstanding customer satisfaction). Product Faculty has been recognized as the top rated Product Management Bootcamp from the following organizations:&nbsp;&gt; 2023 Course Reports - Best PM Bootcamp&gt; 2022 Course Reports - Best PM Bootcamp&gt; Career Carma - #1 Ranked PM Bootcamp&gt; CourseCompare - Best PM Bootcamp&gt; Switchup - Best Bootcamp Reach out to support@productfaculty.com for any questions, corporate trainings, and group discounts.

Acquire the skills & confidently build AI products and future proof your career

Course syllabus

Access hours of expert-led content on your schedule. Build foundational knowledge in AI Product Management with in-depth modules designed for flexibility. Perfect for busy professionals looking to upskill at their own pace and apply learnings immediately.

OnDemand Content

Join live sessions to work through real-world AI case studies. Engage with exercises and get your questions answered by expert Miqdad. Gain practical insights that turn theory into action, with direct support tailored to your unique challenges.

Live Case Study and Q&A

Complete a hands-on AI capstone that simulates launching a real AI feature. Tackle ideation to deployment with weekly feedback from experts. Finish with a portfolio-ready project that showcases your skills in real-world AI Product Management.

Capstone Project

Timings for each session have been chosen based on what works best for most product people in practice. Don't worry about missing classes, recordings for all modules will be made available for you to watch in your Maven account.

Optimized for very busy schedules of Senior PM, GPMs and VPs

Course schedule

For PMs &amp; Leaders: The #1 rated certificate to master the age of AI. Learn the A-to-Z playbook to ship successful AI products.

For Engineers &amp; Tech Leads: Don't just build. Lead. Get the product strategy to make better tech decisions &amp; fast-track your career.

For Founders, Designers &amp; UX: The playbook to build a winning AI venture or design human-first AI experiences users will love.

Who is this course for

What you’ll get out of this course

Clear, actionable processes for analyzing AI use cases and developing strategies towards tangible outcomes.

Solve Real Problems with AI

I’ll act as your personal innovation guide as you create functional AI applications, no prior coding experience needed.

Build Real AI Prototypes

Grasp foundational models and large language models (LLMs), and learn to code and train models independently.

Dive Deep Into AI's Technical Side

Transform theory into practice by developing your AI product idea or tackling your company's AI challenge, guided by me.

Hands-on Capstone Project

Discover essential strategies for enhancing decision-making and using data to steer results in your professional and personal life.

Make Better, Data-Driven Decisions

Master the art of managing risks by blending automation with human oversight to maximize value from AI applications.

Balance Automation with Oversight

Utilize in-context learning for efficient prototyping, RAG applications, and more, without getting engineers involved.

Learn Prompt Engineering

Deepen your understanding of AI memory/context and Retrieval Augmented Generation (RAG) to enrich AI interactions.

Master Retrieval Augmented Generation

Gain a comprehensive understanding of crucial AI algorithms, concepts, and techniques to foster organization-wide knowledge.

Boost Data & AI Literacy

Master the art of pitching your AI product ideas so clearly and excitingly that everyone's eager to jump on board.

Make your ideas irresistible: 

This intensive weekend course is tailored for professionals with weekday commitments, complete with recorded sessions for revisiting.

Optimized for Busy Senior PMs

Secure lifelong entry to our expansive alumni network for unparalleled opportunities, job connections, and continuous learning.

Lifetime Access to Product Faculty Community

Equip yourself with cutting-edge AI skills and insights to stay ahead in the evolving tech landscape, ensuring your career remains resilient and growth-oriented.

Future-Proof Your Career

#1 Rated AI Certificate. Acquire the skills needed to confidently build AI products, positioning yourself for success in the AI world

Cohort 7

Product Leader at OpenAI

Miqdad Jaffer

Product Leader at OpenAI | Operator, not influencer | 18 years building products

Cohort 6

Cohort 8

#1 AI PM Course - Build & launch real AI products with a no-code tool, team support & engineers—earn 3 certifications + pitch at Demo Day.

November 2025

Built for Bootcamp alumni. Only Capstone, interview training, and mock interviews.

Interview Edition 2025

December 2025 Express

GenAI Product Builder @Google, ex-Meta

Dr. Marily Nika

From idea to REAL product with Google's GenAI PM | 3 Certifications | 20k Alumni

September 2025

January 2026

Get 3 certifications &amp; launch an actual AI product (you get an engineer assigned to your team)👩‍💻 About the Instructor Dr. Marily Nika, Gen AI Product Lead at Google (ex-Meta), most followed AI educator, Harvard Business School fellow, best selling author, fortune 40 under 40💡 About the Course The world’s 1st &amp; top-rated AI Product Management Certification, taken by 20k+ professionals. Learn from Marily &amp; experts from OpenAI, Anthropic, Amazon &amp; Meta through 65 lessons, 17 hours live content, hands-on exercises, and group coaching.🤖 About the Capstone Unlike any other course: you’ll join a team, get exclusive access to a no-code prototyping tool that generates full front-ends &amp; actual products (UI included), and have a dedicated engineer to ensure your idea becomes a fully functional product. You’ll launch it, pitch at Demo Day, and present in front of an EIR scout looking for standout founders.📜 Earn 3 industry-recognized certifications + $1,395 in free credits for top PM tools.✨ Topics: AI PM 101, AI Strategy, AI Evals, Metrics, LLMs, Deployment &amp; more.Ask us about PRIVATE group trainings: maven@aiproduct.com.

“All Product Managers will be AI Product Managers in the future” - Marily Nika

Launch a fully functional AI product & earn 3 certifications.

Accelerate your AI product career

Master the AI product lifecycle

Pitch products at Demo Day with expert feedback

Join a thriving AI product community.

Seasoned Product Leaders ready to pivot into AI Product Management and drive AI strategy inside their companies.

Career Accelerators &amp; Job Seekers of all levels aiming to build a portfolio project, and stand out in the job market.

Software Engineers &amp; Data Scientists who want to transition into PM roles, expand beyond technical skills, and lead AI initiatives.

Build your first AI prototype next week -- even if you have no coding skills

Build your first AI prototype next week

Colin Matthews

Sold my first SaaS in 2021. Product Manager, 8500+ students, featured by Lenny.

Cohort 9

Have you seen other PMs leveraging AI to ship prototypes at lightning speed , but when you try it yourself:- Basic tutorials leave you stuck on simple examples ?- Technical obstacles slow your momentum ?- Debugging feels impossible without coding experience ?- You're unsure which AI tools actually deliver value ? You know mastering AI prototyping could transform your workflow. But the path from curiosity to confidence isn't clear. With AI, you can build functional prototypes in minutes. The challenge with AI prototyping isn't getting started — it's understanding what these tools can and can't do. That’s why this cohort is designed to expose you to essential AI prototyping tools and their unique capabilities. You'll learn to debug issues (even without coding experience) to stay productive and deliver real value. And our community will be here to give you the support, guidance, and accountability you’ll need to finally stick with it. In just 4 weeks, you'll go from zero experience to shipping multiple prototypes -- from interactive prototypes to accompany your PRD, to personalized tools that boost your productivity.

Convert your PRD to a prototype in minutes

Discover AI prototyping tools

Master debugging

Integrate with LLMs

Bring your design system

Senior Product Managers who want to leverage AI to iterate faster

Product Leaders who want to get first-hand experience with how AI is transforming product development

UX Designers who want to translate their designs into functional prototypes the same day

Learn everything you need to get started and excel with one of the industry’s top design tools, no matter your experience level.

Group 18

Helping teams feel confident in Figma

Joey Banks

Founder of Baseline. Prev. building design systems at Webflow, Twitter, & Figma.

Group 17

Group 19

Become your team’s go-to Figma expert. Figma is the design tool of choice for most product teams thanks to its collaborative workflow, growing community, and powerful features for design systems and prototyping.You’ll learn how to use Figma the way real teams do: collaboratively, efficiently, and with a clear understanding of how to build and use components, variables, and more. 🎒 Training your team?&nbsp;Email for bulk pricing and private training: maven@baselinedesign.com. Here’s what’s included:➡️ Weekly live sessions + on-demand recordings➡️ Office hours for your questions and personalized feedback➡️ Lessons on components, libraries, and system best practices➡️ A private community for Q&amp;A, feedback, and ongoing support➡️ A final certificate to share your progress professionally

Everything you need to know to become confident in Figma

Get back up to speed in Figma

Use and feel comfortable with all of the latest Figma features

Build and maintain components the right way

Collaborate well with your team

Create smarter, system-driven workflows

Beginners looking to learn Figma from the ground up, with a focus on product design and design systems.

Senior and staff designers who want to sharpen their Figma workflows, structure components more effectively, and build confidently at scale.

Design teams transitioning to Figma who want to maximize its features and workflows while learning best practices for organization.

Master the what, why, and how of Generative AI by building Enterprise-Grade Agents that go beyond the basics and actually move the needle

2025-03

Ex-Google | Prof UCLA & UMN | Founder

Hamza Farooq

Founder | Ex-Google |
Adjunct UCLA & UMN, SCU | Venture Partner

Ex-Microsoft & IBM | AI Advisor

 Gabriela de Queiroz

Ex-Microsoft & IBM AI leader | AI Advisor for Startups

2025-02

2026-01

For nearly 3 years, we’ve been running one of Maven’s top-rated AI courses. 15+ cohorts, thousands of students, and a proven record of turning strategy into execution. This is a hands-on course where you’ll actually design, build, and deploy AI agents that create real business impact.💡 WHAT YOU’LL LEARN<ul><li>Identify high-value use cases that deliver measurable ROI</li><li>Design, evaluate, and deploy production-ready AI agents (No coding required)</li><li>Confidently lead AI initiatives and align teams around business outcomes</li></ul>🤖 THE CAPSTONE EXPERIENCEYou won’t just learn, you’ll launch working AI agents.<ul><li>Prototype fast with no-code tools</li><li>Scale complex systems with low-code methods</li><li>Build full-scale web apps with AI backends</li></ul>✨ WHY THIS COURSE?We’ve seen the gap firsthand working with Fortune 100s: companies know AI matters but struggle to move beyond strategy decks or prototypes.This course bridges that gap, equipping decision-makers, PMs, and tech leaders with the skills to build AI programs that drive real impact while also giving job seekers, career builders, and mid-career professionals the portfolio projects and skills they need to showcase in order to stand out or transition into AI.

Build and Deploy Actual AI Agents that Drive Real Business Impact

Deploy Your First Production Agent in 7 Weeks (with enterprise grade template)

Build NoCode AI Agents That Handle Real Business Workflows

Design Enterprise RAG Systems That Actually Return Relevant Results

Deploy AI Systems with Enterprise-Grade Safety and Scalability

Present and Defend Your AI Solution to Stakeholders

If you have never written code before, no worries. We’ll give all the support and everything you will need.

Just be willing to learn, we will take of the rest

Product Managers&nbsp;looking to integrate AI into their roadmaps and communicate with stakeholders confidently.

Business &amp; Non-Technical Leaders. Executives and consultants who need to translate AI into business value and strategy.

Job Seekers &amp; Career Builders.&nbsp;Professionals aiming to create standout portfolio projects and pivot into AI roles.

Build, evaluate, and ship successful AI products with real-world frameworks and hands-on experience to become an advanced AI product leader

AI PM Leader | ex Spotify, Apple, Cruise

Aman Khan

Product leader at Arize AI, Spotify, Cruise, and Apple

Cohort 3

Cohort 4

This is not a theoretical course about AI concepts. We'll of course teach you about the fundamentals of Agents, RAG and other AI concepts, but the purpose of this course is to get hands on. You’ll build real agents, evals and develop implementation plans!This course is a practical roadmap for PMs who want to go from "I understand what RAG is" to "I shipped an AI product that customers love." This is best suited for PMs who have at least played around with prototyping tools like Replit, Bolt but are looking to bring AI features from prototype to production inside their companies.- 4 week live sprint: 8 interactive live sessions and 3 office hours per week packed with vibe-coding labs, eval workshops, and peer feedback loops.- Built by and led by a current practitioner – I’m sharing the playbook I use as Head of Product at Arize AI (supports companies like Uber, Instacart, Discord, Reddit) and Spotify to help hundreds of engineers launch AI-powered products.- I'll also host a dedicated Slack community where you can communicate with me and other participants.- All sessions will be recorded and available to students asynchronously.

Design, prototype, and ship AI-powered products that delight customers

Build and deploy functional AI agents for your personal and team workflows

Evaluate AI product performance

Become proficient at using coding agents

Define Your H1/H2 AI Roadmap

Go from prototype to production

We'll help you get Cursor set up, but some familiarity with coding/debugging will go a long way here (i.e. being able to read python code)

Familiarity with code recommended (but not required)

Product Managers familiar with AI terms and concepts (LLMs, RAG, etc.) that wants to move beyond prompting to building actual AI products

PMs transitioning to AI-focused roles who see AI product leadership as their career differentiator in the next 1-2 years

Product Leaders and Executives responsible for AI strategy who need practical frameworks for evaluating and implementing AI initiatives

Learn actionable specific standards by which executives are selected and how to manage your promotion process to show you meet them. 

Former Amazon VP; 70+ patents; led 800+

Ethan Evans

Former Amazon VP; 70+ patents; led global teams of 800+

Cohort 10

WHAT TO EXPECT:12+ total hours of content: 6+ hours of core lecture material video recordings for self-learning followed by 6+ hours of live sessions (Q&amp;A, implementation advice, and peer networking). All live sessions are video recorded so you can catch up and revisit. Scope, team size, and consistent high-impact results are important...But are not enough. I will teach you specific actionable steps on how to prioritize the things that matter to executives.MANY ALUMNI GOT PROMOTED / LANDED NEW JOBS:<ul><li>"Happy to share that due to executing some of the tactics shared in the program (taking action for one), I have been successful in getting myself promoted." — Promoted to Director</li><li>“I give so much credit to the Level Up: Breaking through to the Executive course and getting a front seat to Ethan's coaching and wisdom.” — Promoted to Director</li><li>“Leadership was seeing the adaptability that I exhibited in continuing to add business value and I got positive feedback from the VP on my flexibility." — Promoted to Director</li><li>“What was key was that I actively participated in the live course AND followed through with some participants afterwards to talk shop and build relationships.” — Landed FAANG Role</li></ul>

Level Up from Senior Manager to Executive

The Standards of Executive Performance: Your Personal Performance

The Standards of Executive Performance: Your Team Performance

The Standards of Executive Performance: Your Company Performance

Great Executive Performance (additional content)

Manage Your Promotion Process to Win

Ambitious Senior Managers from all disciplines at startups and large companies who want to become true executives.

Those managing large groups, managers of managers, including Amazon and Google L7, Meta M2, and Microsoft 66/67.

Also applicable to Senior Individual Contributors (ICs).

How to confidently tackle any Product Sense and Analytical question in a Meta-style PM interview through pre-recorded content and 1:1 access

December 2025

Former Product Manager at Meta

Ben Erez

Former Product Manager at Meta


October 2025

You landed a PM interview at a company that uses Meta-style case screens (e.g. OpenAI, DoorDash, Stripe) and have upcoming Product Sense and/or Analytical Thinking interviews.You've never succeeded in these types of interviews, or it's been too many years and you're rusty. You figure you can get ready in 3-4 weeks so you schedule the first round.As the days pass, you realize you have no idea how to actually tackle the questions in <a target="_blank" rel="noopener noreferrer nofollow" href="https://docs.google.com/spreadsheets/d/1rz10oEeLx-eGnilahKczYPhGfCUzIEKL-xRnjoQ-SX4/edit?gid=1024620532#gid=1024620532">Lewis Lin's question bank. </a>You wonder, "What's the fastest way for me to ramp up on these interviews?"I've been in your shoes, taught myself how to ace the interviews and landed a PM role at Meta (back then Facebook).Six years later, Product Sense and Analytical Thinking are two of the most common PM interviews in tech, many top companies inspired by Meta.And these interviews are basically the same as they were in 2020.With AI catalyzing a massive push for senior talent in big tech, IC6+ roles are growing like wildfire with total comp packages from $300k to $1MM+ for elite PM roles at top companies.If you're rusty with case interviews, you need this course (or one like it) to get ready. Otherwise you'll struggle to pass them. It's the truth.

Does this sound familiar?

How to tackle Product Sense questions

How to tackle Analytical Thinking questions

How to set up Ben's AI Copilot and a workflow for unlimited practice reps

Tips from course alumni who landed roles by applying the frameworks

What strong interview performance looks like

↳ You're seeking generic interview prep - this course is specifically designed for Product Sense & Analytical Thinking interviews

Structured PS & AT Interviews

PM Candidates preparing for Meta-style Product Sense and Analytical Thinking interviews (L5-L9) at companies like OpenAI, DoorDash, Stripe +

"We do not rise to the level of our goals. We fall to the level of our systems."
You'll build and implement an individual Operating System.

Founder & Executive Coach

Jack Cohen

Founder, Coach to 67 founders & 200+ execs, ran Rippling's leadership program

Cohort 3- Weekend Intensive

What if you felt on top of everything instead?What if your team was aligned and motivated to execute?ManagerGPT offers the playbook and AI tools taught to 500+ founders, execs, and managers to shift from stressed and overwhelmed to Clear Focus &amp; Emotional Balance.HERE'S THE CHALLENGEYour days are filled with:🗓️ back-to-back meetings, 🔴 endless Slack messages, 🚀 never-ending requests from customers &amp; colleagues, ⏱️ wishes that you and your team could move faster and work on what matters.🔥 Prioritizing sounds nice, but you always end up fighting fires. 🔥✨ You wonder if AI can help, you wonder how other leaders are using AI to manage it all—but honestly, who's got the time to figure that out? ⏳As you try to move faster, people fall short of expectations and potential, creating friction and frustration.THE SOLUTIONBy Week 2, you’ll have built your Operating System (mindsets, habits, and tools like custom GPTs &amp; AI Copilot) to shift from reacting to constant inputs to creating what matters most and leading your team in that direction.Then we apply this interpersonally, using tools like FeedbackGPT and the GAIN framework so you feel calm, confident, and effective in every interaction.

Spend your days fighting fires or each other?

The Operating System for Clear Focus & Emotional Balance

AI As Your Ally (including your own Custom GPTs & AI Copilot)

Applied Mindfulness (shift from reacting to responding)

The Leverage Framework

GAIN Feedback Framework

GROW Coaching Framework

High-Growth ManagersReady to move out of IC mode, you want to be the inspiring leader people thank for the rest of their careers.

ExecutivesYou know there's a better way than back-to-back meetings everyday. To scale your impact, you know you must scale yourself first

Startup FoundersYou're expanding your focus from building a product to building a team. And to do so, you need the team to step up fast.

Learn proven approaches for quickly improving AI applications.  Build AI that works better than the competition, regardless of the use-case.

ML Engineer with 20 years of experience

Hamel Husain

ML Engineer with 20 years of experience.

ML Systems & Applied AI Evals Researcher

Shreya Shankar

ML Systems Researcher Making AI Evaluation Work in Practice

All lectures are recorded, 8x live office hours.

🚨 The next cohort is January 2026. Enroll now and get immediate access to our course reader and community. 🚨All students in this course get:<ul><li>🗄️ Lifetime access to all materials!</li><li>♾️ Unlimited access to future cohorts: never worry about timing or missing out on new material. </li><li>🤖 6 months of unlimited access to our new AI Eval Assistant (more info below).</li><li>🧑‍🏫 10+ hours of office hours to maximize the value of live interaction.</li><li>🏫 A Discord community with continuous access to instructors to get unstuck (even after the course!).</li></ul>---Do you catch yourself asking any of the following questions while building AI applications?1. How do I test applications when the outputs require subjective judgements?2. If I change the prompt, how do I know I'm not breaking something else?3. Where should I focus my engineering efforts? Do I need to test everything?4. What if I have no data or customers, where do I start?5. What metrics should I track? What tools should I use?6. Can I automate testing and evaluation? If so, how do I trust it?If so, this course is for you.This is a flipped classroom setting. All lectures are professionally recorded with an emphasis on live office hours and student interaction.

Learn directly with top operators I admire

Curated by me

Curated by me

Grow with peers

Grow with peers

Take action

Take action

Learn directly with top operators I admire

Curated by me

Curated by me

Grow with peers

Grow with peers

Take action

Take action

My top AI PM courses

AI Product Management Certification

AI Prototyping for Product Managers

Level Up with Figma

Agentic AI System Design for PMs

Prototype to Production: The AI PM Playbook

My top leadership and career courses

Beyond Senior Manager - Break Through to Strategic Executive

Product Sense & Analytical Thinking Bootcamp for Meta-Style PM Interviews

ManagerGPT: The AI Tools and Human Systems to Scale Yourself and Your Team Fast

AI engineering courses curated by Claire Vo

AI Evals For Engineers & PMs

Building Agentic AI Applications with a Problem-First Approach

🎁 $1,395 in free credits for Lenny’s favorite product tools