AI Product Management Certification
Apply AI across the product development life cycle. The essential grounding for experienced Product Managers who haven't gone deep on AI yet.

Group Product Manager at Google
Live online
Taught by top AI product leaders
Small classes
20 students per class, on average
4.8
Based on 1,709+ ratings
20,901+
students graduated
Our instructors work at
The essential foundation for AI-native Product Management
Every Product Manager today is expected to understand AI—but most are limited to surface-level knowledge. To truly lead in an AI-first world, PMs need to bridge the gap between business strategy and technical execution, shaping how AI is integrated into real products.
The AI Product Management Certification is your launchpad. You’ll gain a clear understanding of the AI technology stack and the product workflows that bring it to life. Through hands-on projects, you’ll learn to write AI-specific PRDs, design user flows that leverage generative features, and build a working product concept that showcases your skills.
By the end of the program, you won’t just understand AI—you’ll know how to use it to create value, design responsibly, and accelerate your product roadmap.
What you’ll learn
AI-First Product Mindset
A strategic foundation for navigating the AI era, where you’ll learn how to reframe product lifecycles, prioritize opportunities, and lead teams in integrating AI effectively.
AI-Specific PRD
A requirements document tailored to AI products, addressing unique challenges like retrieval-augmented generation (RAG), cost vs. latency trade-offs, and evaluation needs.
Foundational Prompting for PMs
Master the essential language of AI execution — using context and parameters to guide AI behavior, communicate requirements to engineers, and validate concepts.
Intro to AI User Experiences
Discover how AI transforms traditional user journeys — identifying where AI can solve user friction and applying design patterns to build intelligent product experiences.
Evaluation Framework
A system for calibrating trust and performance in AI outputs, helping you move beyond simple metrics into frameworks that measure drift, bias, and non-deterministic behavior.
Comprehensive AI Product Spec
An end-to-end product proposal—your proof that you can navigate the lifecycle, define technical requirements, and scope an AI product from idea to ready-for-dev.
Who this course is for
Product Managers
who want to develop an AI-first mindset and learn to design and ship AI-powered products.
Senior PMs/Leads
who need to guide teams through the shift to AI-native product development.
AI-curious builders
in adjacent roles who understand product workflows and want to bring AI skills into their toolkit.
Prerequisites
This is not theory-only
If you’re expecting a passive, lecture-style experience, this course isn’t for you.
Best suited for those with PM experience
If you’re just getting started, we suggest Product Management Foundations Certification to prepare you for success. In case you already have AI knowledge we recommend our Vibe Coding, Agentic Workflows & Loops or AI Evals Certification.
It is FOR YOU if you ...
Want to future-proof your product skills and lead confidently in an AI-first world.
Not sure if this certification is right for you?
Schedule a callWhat's included
Live sessions
Live build labs with your AI Product Leader.
Course materials
Full access to materials and recordings, anytime.
AI tools access
$50k+ worth of AI tools, included with Unlimited Membership.
Instructor feedback
Direct, live feedback from your Silicon Valley instructor.
Workflows & templates
The most popular AI tool workflows, templates, and prompt packs.
Certification
Industry-recognized credential on completion.
Reimbursement kit
Support and resources to get your employer to cover the cost.
Alumni community
Exclusive access to a network of 10k+ alumni.
AI Product Management Certification Curriculum
01Drive AI-first execution with prompting1 live session3 labs1 artifactDay 1 Hook: "How do I configure my first copilot?"Show Details
Priming the "prompt as product config" mental model
Anatomise prompts, build Juno's system prompt
PM Toolkit Picker
Prompt Anatomy Builder
System Prompt Configurator
Juno v0: working system prompt & prototype, pushed to your forked repo
Session recording
02Validate AI opportunities and technical feasibility1 live session3 labs1 artifactDay 2 Hook: "Is this bet real, and can we ship it?"Show Details
The six-lens scoring model
Score the opportunity, place it on the three-layer model
AI Solution Decision Matrix
AI Strategy One-Pager Builder
Three-Layer Model Mapper
AI Strategy One-Pager — fundable, feasibility-scored
Session recording
03Specify the harness around the model1 live session3 labs1 artifactDay 3 Hook: "How do I write a spec engineers can build from?"Show Details
What a harness is and isn't
Wrap the model, spec all six harness surfaces
AI PRD Builder
Harness Architecture Decider
Juno Harness Lab
AI PRD: all six harness surfaces specified
Session recording
04Design AI-native user experiences1 live session3 labs1 artifactDay 4 Hook: "How do I close the three trust gaps?"Show Details
The AI Iceberg model
Close black-box, hallucination, and control gaps
AI User Flow Architect
AI-UX Trust Gap Checker
Juno AI-Native Lab
AI-Native UX Pattern Set — three trust gaps closed
Session recording
05Deploy agentic systems and workflows1 live session3 labs1 artifactDay 5 Hook: "When do I let the system act on its own?"Show Details
Nine-section agent spec primer
Spec the agent, define the PM control panel
Agent Workflow Spec Builder
Agent Control Panel
Juno Langflow Walkthrough
Agent Spec + PM Control Panel definition
Session recording
06Measure AI quality with evals and guardrails1 live session3 labs1 artifactDay 6 Hook: "How do I prove this is shippable?"Show Details
The three-layer eval stack
Build an anchored rubric, finalise the README
Eval Stack Designer
Human Evaluation Rubric
Final Project Deliverables Builder
Eval stack, rubric, and README — certification submission
Session recording
07Final project: Ship Juno end-to-end6 artifacts1 repoCertificationShow Details
Your forked repo: all six artifacts assembled into one submission
AI Product Management certification review, graded by your instructor
Certificate issued on pass
Upcoming start dates
Choose the time that best fits your schedule
Course
Dates
Schedule
Instructor
AI Product Management
2 spots leftSep 29 – Oct 15
3 Weeks · Part-time
Tuesdays and Thursdays
10:00 AM – 12:00 PM
(America / Los Angeles)
AI Product Management
3 spots leftOct 3 – Oct 17
3 Weeks · Part-time
Saturdays
7:30 AM – 12:00 PM
(America / Los Angeles)
30mins break
AI Product Management
4 spots leftOct 13 – Oct 29
3 Weeks · Part-time
Tuesdays and Thursdays
3:00 AM – 5:00 AM
(America / Los Angeles)
AI Product Management
Oct 26 – Nov 16
3 Weeks · Part-time
Mondays and Wednesdays
5:30 PM – 7:30 PM
(America / Los Angeles)
No class on Nov. 11th
AI Product Management
Nov 3 – Nov 19
3 Weeks · Part-time
Tuesdays and Thursdays
10:00 AM – 12:00 PM
(America / Los Angeles)
AI Product Management
Nov 14 – Nov 28
3 Weeks · Part-time
Saturdays
7:30 AM – 12:00 PM
(America / Los Angeles)
30mins break
AI Product Management
Nov 30 – Dec 16
3 Weeks · Part-time
Mondays and Wednesdays
6:00 PM – 8:00 PM
(America / Los Angeles)
Nothing that works? Join the waitlist or request a private cohort
Explore our flexible plans
Single Certification
Ideal for: Focused learners who want to master a specific skill
$2,999
- 1 live, instructor-led certification course
Pro Membership
Ideal for: Product managers ready to build broad expertise across multiple disciplines
$333
/mo, billed annually
- 2 live, instructor-led certification courses
- Weekly live AI Workshops
- Access to on-demand content
- Access to our alumni community
Unlimited Membership
Ideal for: Product professionals seeking full career transformation
$416
/mo, billed annually
- 10 live, instructor-led certification courses
- Weekly live AI Workshops
- Free access to $50k+ worth of AI tools
- Ticket to one ProductCon conference
- Access to on-demand content
- Access to our alumni community
- Access to all newly released courses
Hear it from our alumni
"The biggest shift was getting comfortable turning rough ideas into working prototypes — actually shipping things, not just planning them."

Vikrant Shukla
Sr Product Manager at Salesforce
Thank you Product School for helping bring genAI concepts down to earth. We covered technical basics such as RAG and embedding and tokenization and Product-focused ideals such as defensive and offensive AI strategies.

Deepak Ravi
Product Manager, AI & Data at New York Life
"Through the certification, I learned a lot about AI, myself, and how to keep current with the rapid changes in the industry. No doubt that I will be a better product leader, and I look forward to building our AI PM community."

Josh Gray
Global Monetization Product at Tiktok
"This program strengthened my understanding of how successful AI products are built — not just with strong models, but with the right balance of workflow integration, trust, evaluation, and operational impact."

Debolina Das
Sr Product Manager at Amazon
"It was the right time to pick up this course when AI tools like Claude Code are changing how PMs work — and this program gave me a practical, hands-on foundation from vision to launch."

Clinton Gonsalves
Product Manager at JPMC
"Product School helped me develop critical product skills to master my job and get a product promotion. The case studies and real examples shared by my instructor helped me put into practice the frameworks that I learned and drive impact in my work."

Paulina Mwangi
Sr Director of Product at Salesforce
"Claude Code gave me a better overview of the entire process — system, roadmap, strategy — and freed up mental space to focus on the quality of the work."

Jenny Kan
Product Strategy Lead at ServiceNow
"Product School helped me learn the skills that I needed to break into product, and now I work on Product Strategy for Google Play."

Shilpi Verma
Product Lead at Google
"This certification covers everything you need to know about Product Management to jumpstart and land your first PM job. It isn’t all theory, you get to apply everything you learn to your own project and the instructors provide feedback to help you improve."

Medha Ghatikesh
Product Manager at Meta

Train the whole product org
Private cohorts on your schedule, group pricing from three seats, and everything you need to get it expensed.
Group discounts starting at 3 seats
Private cohorts, your dates and your case studies
Reimbursement letter and invoicing handled
Team progress reporting for managers
Frequently asked questions
What does a Certification from Product School mean?

Product School certifications are the gold standard in Product Management and AI Training and are recognized across the industry. Since 2014, Product School has been at the cutting edge of Product Management education. We’ve certified over 20,000 Product Managers from around the world, so we know exactly what it takes to succeed in this highly competitive and ever changing industry. Hiring managers recognize that our alumni have been trained by the very best.
What’s the schedule and duration of the course?

We know you’re busy, so making this fit in with your schedule is key! That’s why we have multiple course options that focus on making this as convenient as possible.
Who are Product School instructors?

Our instructors are accomplished AI Product Leaders who work at some of the most prominent Silicon Valley companies, such as Google, Facebook, Netflix, Airbnb, PayPal, Uber, and Amazon. As experienced professionals who build digital products for millions of people and work with AI every day, they know exactly what it takes to get upskilled as a Product Manager and succeed in the role as an AI native PM.
How many students are in each class?

At Product School, we believe in fostering a collaborative and personalized learning environment. That’s why we keep our class sizes small, with a limited number of students per class. Unlike other Product Management courses, where you may be competing for the instructor's attention among dozens or even hundreds of students, we ensure that you'll receive individual attention and forge meaningful relationships with your instructor and peers. They’re also just big enough that you benefit from learning and networking alongside students with a broad range of professional backgrounds.
What are the classes like?

Our AI certifications are hands-on, immersive, and practical from the very first day. You’ll be using state-of-the-art PM and AI tools, taking part in group exercises, discussing case studies, creating content to add directly to your portfolio, strengthening your resume, and practicing mock interviews. By the end of the sessions, you’ll have built deeper knowledge and skills in AI Product Management supported by a tool-kit of frameworks aligned to real-world examples to help you succeed in your career.
Are the certifications taught in-person or online?

All of Product School's courses are delivered live online. You'll be able to stream lectures in real-time, interact with your instructor, and collaborate with your peers from anywhere in the world, all from the comfort of your own home. We offer cohorts at various times to accommodate students from different time zones and locations around the world.
I already have experience with AI. Which course is right for me?

Our curriculum is designed to meet you where you are in your AI journey.
If you are new to AI: Start with AI Product Management to build your foundational vocabulary and framework knowledge.
If you have the basics down: Move into Advanced AI Agents & Vibe Coding or Claude Code to learn the technical execution of building and shipping AI-powered products.
If you are focused on performance: Explore AI Evals to learn how to measure, test, and optimize model outputs for production.
If you are leading a portfolio: Enroll in AI Product Strategy to master high-level roadmap planning, ethics, and business impact.
Will I be a "Full" AI PM after taking AI Product Management Certification?

This certification is a critical first step, but "AI Product Management" is a multi-disciplinary field. To become a fully-fledged AI PM, you need a combination of foundational knowledge, technical prototyping skills, and strategic oversight.
While this course provides the essential Level 1 foundation, we recommend completing our advanced certifications—including Advanced AI Agents, AI Evals, Vibe Coding, Claude Code and AI Product Strategy—to gain the full suite of competencies required for senior AI roles.
How much does Product School cost?

Product School offers three plans to fit different goals and levels of commitment.
Single Certification — One live, instructor-led certification to deepen expertise in a specific area.
Pro Membership — Two live certifications per year, on-demand content and alumni community access. Flexible payment plans available.
Unlimited Membership — Ten live certifications per year, free access to $50,000+ worth of AI tools, a ticket to ProductCon, on-demand content and alumni community access. Flexible payment plans available.
Discover how our programs can unlock new opportunities—without worrying about upfront costs. Schedule a call with our Admissions Team to discuss which plan aligns with your goals and explore flexible payment options tailored to you.
Which Product School plan is right for me?

It depends on your goals and how quickly you want to grow.
If you’re targeting one specific skill gap, a Single Certification is the most direct path. If you want structured annual development across two focus areas, Pro Membership gives you that without overcommitting. If you’re serious about staying ahead of AI in product management and want maximum access — certifications, events, tools, and community — Unlimited Membership is built for you.
Not sure? Schedule a call and we’ll help you choose.
What’s included in the Pro and Unlimited Memberships?

Both memberships include live, instructor-led certifications, on-demand content, alumni community access, and a LinkedIn badge.
Pro Membership — Two certifications per year — a focused way to keep developing without a large time or financial commitment. Flexible payment plans available.
Unlimited Membership — Ten certifications per year, plus free access to $50,000+ worth of AI tools and a ticket to ProductCon (SF, NY, or London). Built for professionals who want to go all-in on their product career. Flexible payment plans available.
Schedule a call to find out which is right for you.
How do I get started?

Ready to get started? Explore our plans to find the right fit, or enroll now if you already know which certification you want. If you have questions, schedule a free call and we’ll help you choose.
Can Product School provide custom training for my company?

Absolutely! We frequently customize training for companies looking to onboard new talent, upskill and align existing teams, and outpace the competition. In-person or online, we’ll work with you to design a unique experience that fits your company’s needs and schedule, no matter where you are in the world. Speak to our Enterprise team to learn more today.







