Every session is intensely hands-on and practical

Arize AI, Spotify, Cruise, and Apple

Aman Khan

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

Riverside, Patreon, Wix, and Appsflyer

Tal Raviv

Early PM @ Patreon, Riverside, Wix, AppsFlyer

Cohort 1

Cohort 2

You're using ChatGPT daily, but still feel like an outsider when engineers discuss context management, RAG pipelines, and agent memory. The gap is widening daily, and then Meta announces a new PM interview: "Product Sense with AI."Half of product sense is knowing your users. The other half? Deep intuition for the enabling technologies: what's easy, what's hard, and why.Most courses teach AI through slides and flowcharts. We take the opposite approach: you'll build your personal OS using Cursor and Claude Code, the same "exposed wires" tools engineers use.Why? Because using AI coding agents daily is like iterating on a suite of AI products with a user of one. The bottlenecks become visceral, the solutions intuitive.In this radically hands-on workshop, you'll move from chat UIs to engineering tools, build a Personal OS for daily work, and realize you've built a portfolio using every AI engineering primitive.Result: X-ray vision for any AI product. When others see magic, you see architecture. You're known for saying "let me show you" and demoing live.When Anthropic or OpenAI announce something new, you already intuited it was coming because you faced that exact problem last week.

Build your personal OS in Cursor & Claude Code—to learn AI technical foundations

Move from ChatGPT to Cursor/Claude Code for all tasks

Build a portfolio of Al products you use daily

Build confidence and gain a competitive edge amongst your peers

Develop X-ray vision for AI products

Prototype AI solutions during meetings

Lead AI transformation

C-suite executives and venture investors who need practitioner intuition to evaluate business models confidently.

Product builders who want to improve their technical intuition by building their personal AI systems.

Big Tech candidates preparing for AI product sense interviews, by building a portfolio of working AI systems they use daily.

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

December 2025 Express

pfizer

Interview Edition January 2026

January 2026

GenAI Product Builder @Google, ex-Meta

Dr. Marily Nika, AI @ Google

#1 AI PM course by Google's Gen AI Lead. From idea to real, launched product.

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

Interview Edition 2025

February Express 2026

The #1 AI PM course on Maven. Launch an actual AI product (you get an engineer assigned to your team) and get certified.👩‍💻 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 30k+ professionals. Learn from:<ul><li>Marily Nika</li><li>Deb Liu (ex-CEO of Ancestry, ex-VP @ Meta)</li><li>Dir of Eng @ Anthropic, ex-OpenAI</li><li>Amazon Conversationality Lead</li><li>Meta Reality Labs group PM through 65 lessons, 25 hours live content, hands-on exercises, and group coaching.</li></ul>No coding needed, and if you cannot join the live sessions it's all recorded.🤖 The Capstone Unlike any other course: you’ll get exclusive access to a tool that generates full front-ends &amp; actual products and have a dedicated engineer to ensure your idea becomes a fully functional product. You’ll launch, pitch at Demo Day, and present in front of a VC scout looking for standout founders.📜 Earn $1,395 in free credits for PM tools.Ask us about PRIVATE b2b trainings: maven@aiproduct.com.

Build & launch a real product with a dedicated engineer. By Google’s Gen AI PM.

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.

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

Cohort 8

Product Leader at Cursor

Rohan Varma

Product Leader at Cursor | Cursor's First PM. World's fastest 0 to $1B

Ex-Founder, Tech Staff @ Anthropic Labs

Henry Shi

 Ex-Founder ($200M ARR) | Tech Staff to Anthropic Co-Founder

Cohort 7

Cohort 9

🚨 Price increases to $3,000 in Feb. Enroll by Sunday, Feb 1st to instantly unlock the current cohort: live recordings, 4D frameworks, &amp; AI Build Labs.Join the #1 AI course on Maven (1,000+ reviews). We go beyond theory using the Crystallization Framework to cement your expertise:<ul><li>Content: Master the 4D Method in 15+ high-impact sessions with leaders shipping AI at scale.</li><li>Context: Apply learnings in real-world "Strategy Pressure-Tests".</li><li>Confirmation: Prove your skills by shipping a tangible Capstone Project.</li></ul>Optimized for busy leaders. Includes lifetime access to all recordings and resources.Team Enrollment (10+): Secure a private portal to work on internal IP safely. Includes unlimited 1:1 support and up to 30% off. Contact support@productfaculty.com.<hr>⚡️ BEST VALUE: Executive Track: We have combined Maven's #1 most popular AI courses into a single executive track.The rational high-leverage move: Secure 24-month all-access to the complete suite ($10,000 Value). Take and retake any cohort.<ol><li>AI Product Management ($2,500)</li><li><a target="_blank" rel="noopener noreferrer nofollow" class="ng-star-inserted" href="https://rebrand.ly/hwni8yo">AI Product Strategy for Leaders</a> ($2,500)</li><li><a target="_blank" rel="noopener noreferrer nofollow" class="ng-star-inserted" href="https://rebrand.ly/acd7d3">AI Product Leadership</a> ($5,000)</li></ol>👉 <a target="_blank" rel="noopener noreferrer nofollow" href="https://rebrand.ly/1t0okh0">Secure the Executive Track for $3,995</a>

Crystallize your AI PM skills: Content, Context, and Confirmation.

Identify high-leverage AI opportunities using the 4D Method

Design trustworthy AI experiences that drive adoption

Systematically optimize outputs for accuracy & relevance

Build rigorous evaluation suites, don't rely on "vibes"

Architect Agentic AI systems that work

Select the perfect LLM for cost, latency, and quality

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.

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 10

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

Build AI tools that scale your coaching, drive team adoption, and reclaim hours for strategic work, all without compromising quality.

Product Leader (Whoop, Dropbox, Nike)

Hilary Gridley

Head of Core Product @ WHOOP

July Cohort

February 2026

<pre><code class="language-markdown">You're giving the same feedback in every 1:1. Reviewing work you shouldn't have to review. Your team waits on you because you're the only one who knows what good looks like.
Using AI to move faster won't solve this. The real leverage comes from making your expertise available when you're not: tools that catch what you'd catch, ask what you'd ask, coach how you'd coach. This course teaches you to build those tools: why most fail, how to makes tools people actually use, and how to drive adoption and AI literacy across your team. You'll also learn to use AI as a strategic thinking partner for high-stakes decisions and managing up. The result: better work without waiting on you, and hours back for problems only you can solve.</code></pre>

Unlock your team's full potential while reclaiming your time and energy.

Build custom AI tools that scale your coaching without sacrificing quality

Drive AI adoption across your team through structured daily practice

Break down complex leadership problems and use AI at every stage

Model effective AI use in 1:1s and performance management

Use AI as a strategic thinking partner for high-stakes decisions

Reclaim 5+ hours per week for strategic work that only you can do

Team leads, directors, and VPs who are the quality gate for everything their team ships and want to stop being the bottleneck.

People managers with IC responsibilities who don't have time to coach their team the way they want to and can't scale by working more hours.

First-time managers who are overwhelmed by the volume of feedback needed and find themselves lowering the bar just to keep up.

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

Jan - Feb 2026

Former Product Manager at Meta

Ben Erez

Former Product Manager at Meta


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

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

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 11

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).

Beat decision paralysis. Master a repeatable process for making better decisions in business and life.

Author, Speaker, Decision Strategist

Annie Duke

Author, Speaker, Decision Strategist, and Former Professional Poker Player.

Only two things determine how your life turns out — luck and the quality of your decisions. I'll teach you a decision-making process to help you master the second.

Make Better Decisions

Make Higher-Quality Decisions

Think More Strategically and Analytically

Build Practical, Repeatable Decision Habits

Recognize and Reduce Cognitive Bias

Build Confidence in Uncertain Environments

Improve Team Decision-Making and Communication

You’re an entrepreneur who wants to be faster and more effective across the dozens of decisions you make every day.

You’re an executive-level decision maker looking to accelerate your team’s success by teaching them how to make high-quality decisions.

You’re an investor who’s tired of letting volatility drive your decisions and ready to systematize your thinking.

Learn to make decisions tailored to business constraints, understand when & how to apply AI effectively & build a multi-agent application

Jan 2026

AI Founder & Advisor to F500s | Ex-AWS

Aishwarya Naresh Reganti

Tech Lead | Lecturer | Advisor | Researcher | Speaker | Investor

Applied AI @ OpenAI | Ex-Google

Kiriti Badam

Member of Technical Staff @ OpenAI | AI Advisor | Ex-Google

Hitachi Cohort

We teach RAG, evals, agents, MCP, multi-agents, context engineering, and all that jazz. But always as tools to solve a business problem. If you want a checklist of hype items without knowing when or why to use them, please don’t join our course. :) 🚨🚨Notes:<ul><li>We hold a 4.9 rating across 430 +reviews, making us the #1 rated course on Maven at this scale. So why are students raving about out course? Check out our <a target="_blank" rel="noopener noreferrer nofollow" href="https://testimonial.to/building-agentic-ai-applications-with-a-problem-first-approach/all">wall of love</a>!</li><li>Many of our students have No AI experience walking into the course. To estimate what you can achieve at the end of this course check out our student capstones <a target="_blank" rel="noopener noreferrer nofollow" href="https://bit.ly/capstones_pai">here.</a></li><li>We follow a flipped-classroom format. All lectures are pre-recorded so folks can go at their own pace, but we’ll still meet 5 times a week for office hours and live sessions.</li><li>For questions or bulk requests, reach out to: problemfirst.ai@gmail.com</li></ul>This course is an independent offering and is not affiliated with, endorsed by, or related to the instructors' current or past employers.

Design and build impactful agentic AI systems to solve business problems.

Develop a Problem-First AI Intuition For Enterprise Use Cases

Build an Evals Driven Mindset & Iterative Design

Master Practical Prompt and Context Engineering

Build and Optimize Agentic Pipelines

Apply Everything in a Real-World Capstone

You should have coded at least once in your life. The course includes no-code assignments but some knowledge of code helps!

The only prerequisite

Software/AI Engineers, Strategists, Data Professionals, Solution Architects and Consultants who want to master AI system design

Business Leaders and Product Managers seeking to gain the technical understanding needed to make informed decisions &amp; lead AI initiatives

Entrepreneurs looking to understand common generative AI use cases and learn how to develop and implement AI-powered solutions

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

Cohort 4

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.

Cohort 3

Cohort 5

🚨 Enroll now to get immediate access to our Discord community &amp; notes so you can start learning right away. 🚨All students get:<ul><li>♾️ Unlimited access to future cohorts &amp; office hours: never worry about timing or missing new material.</li><li>🗄️ Lifetime access to all materials!</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.

Eliminate the guesswork of building AI applications with data-driven approaches.

How To Collect Data For Evals

Get immediate clarity and direction with Error Analysis

Implement Effective Evaluations

Master Architecture-Specific Eval Strategies

Run Evals In Production

Ensure That Evals Lead To High ROI

Engineers &amp; PMs building AI products who are interested in moving beyond proof-of-concepts.

Those interested in moving beyond vibe-checks to data driven measurements you can trust, even when outputs are stochastic or subjective.

Founders and leaders who are unsure of the failure modes of their AI applications and where to allocate resources.

Learn how to uncover AI vulnerabilities, run real attacks, and apply defenses that secure systems in production.

AI Governance & Cybersecurity Researcher

Krystal Jackson

AI Standards Development Researcher

Ran the 1st AI Red Teaming CTF w/ OpenAI

Sander Schulhoff

AI researcher. Founder of Learn Prompting. AI security expert.

Cohort 6

The #1 AI Red Teaming Course. Taught by <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.hackaprompt.com/">HackAPrompt</a>, creators of the 1st AI Red Teaming CompetitionPrompt injection attacks are the #1 security vulnerability in AI systems. HackAPrompt's research helped OpenAI increase their model's resistance to prompt injections by up to 46%. Our recent research with OpenAI, Anthropic, and Google DeepMind found humans outperform automated AI Red Teaming.That's why companies need trained AI Red Teamers, and why we built this course.Using HackAPrompt, you'll gain hands-on experience identifying prompt injections, jailbreaks, and adversarial attacks – learning to break AI systems and secure them.Plus, access recorded hacking sessions with top AI Red Teamers who share their favorite techniques, including:<ul><li>Pliny the Prompter – World's most renowned AI jailbreaker</li><li>Jason Haddix – ex-CISO Ubisoft</li><li>Johann Rehberger – Built Microsoft Azure Red Teams</li><li>Richard Lundeen – Microsoft AI Red Team Lead</li><li>Valen – 1st in Anthropic's Red Teaming competition</li><li>&amp; more!</li></ul>The training prepares you for our <a target="_blank" rel="noopener noreferrer nofollow" href="https://learnprompting.org/certificates/ai-red-teaming-professional-certification">AIRTP+ certification exam</a>, which has certified 100's from Microsoft, Google, Capital One, IBM, ServiceNow, and Walmart.For enterprise training: <a target="_blank" rel="noopener noreferrer nofollow" class="underline underline underline-offset-2 decoration-1 decoration-current/40 hover:decoration-current focus:decoration-current" href="mailto:team@learnprompting.org">team@learnprompting.org</a>

Your AI Systems Are Vulnerable... Learn how to Secure Them!


Understand How AI Systems Fail

Build Core Red Teaming Skills

Design Practical and Effective AI Defenses

Secure AI Systems Through Real-World Projects

Security, trust, and safety professionals who need practical ways to evaluate AI risks, run red team tests, and improve system reliability.

PMs and product leads who want to understand AI vulnerabilities and make informed decisions about safety, risk, and system behavior.

Engineers and technical ICs who want practical skills to test AI behavior, uncover weaknesses, and build more secure AI features.

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

My top leadership and career courses

How to Become a Supermanager with AI

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

Beyond Senior Manager - Break Through to Strategic Executive

AI engineering courses curated by Claire Vo

Building Agentic AI Applications with a Problem-First Approach

AI Evals For Engineers & PMs

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