Product Analytics & Experimentation Certification

Accelerate revenue growth through data-driven experimentation. Pair analytics with trustworthy experiments, and use AI to surface the insights that sharpen your decisions.

  • 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

From guesswork to growth: Lead with experimentation

The most successful product teams don’t rely on guesses or one-off wins—they run systematic experiments that reveal what truly drives growth. From acquisition to retention, pricing to engagement, PMs who master experimentation can transform uncertainty into competitive advantage.

The Product Analytics & Experimentation Certification teaches you how to design, execute, and scale experiments that fuel sustainable growth. You’ll go beyond simple A/B tests to master advanced methods, optimize user flows across the funnel, validate monetization strategies, and embed experimentation into your product culture.

By the end, you’ll graduate with a portfolio-ready experimentation playbook—proof you can lead data-driven decision-making and build growth engines that last.

Product Experimentation Details

What you’ll learn

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Product-Led Growth Motion

A framework for designing growth loops and self-serve revenue motions that drive sustainable, compounding product growth.

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Advanced Experimentation Playbook

Practical methods and designs that go beyond A/B testing, generating high-quality insights that deliver measurable business impact.

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Acquisition & Activation Flow Designs

Optimized onboarding and funnel workflows tested through experiments to accelerate time-to-value and improve conversion rates.

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Retention & Engagement Strategy

A set of workflows and tests that transform retention from a reactive battle against churn into a proactive growth engine.

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Pricing & Monetization Experiments

Validated pricing models, bundling strategies, and upsell experiments backed by data to maximize revenue capture.

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Experimentation Culture Framework

A repeatable system to scale experimentation across your org, enabling high-tempo testing and long-term growth.

Who this course is for

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Product Managers

who want to drive growth with systematic experimentation rather than intuition.

Senior PMs/Leads

responsible for embedding experimentation into product strategy and team culture.

Growth-Focused Professionals

in product-adjacent roles (growth, marketing, data) who want to master experimentation from a PM’s perspective.

Prerequisites

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This course is not for everyone

You should have PM experience to succeed in this course.

This is not an entry level course

If you’re new to product, start with Product Management Foundations Certification.

It is FOR YOU if you ...

want to lead growth systematically, using experimentation to drive decisions, optimize funnels, and scale revenue.

Not sure if this certification is right for you?

Schedule a call

What's included

WI icon — 16 live hours

Live sessions

Live build labs with your AI Product Leader.

WI icon — Session recordings

Course materials

Full access to materials and recordings, anytime.

sparks-filled

AI tools access

$50k+ worth of AI tools, included with Unlimited Membership.

WI icon — Graded deliverables

Instructor feedback

Direct, live feedback from your Silicon Valley instructor.

WI icon — Templates and toolkits

Workflows & templates

The most popular AI tool workflows, templates, and prompt packs.

WI icon — Certification

Certification

Industry-recognized credential on completion.

WI icon — Reimbursement kit

Reimbursement kit

Support and resources to get your employer to cover the cost.

WI icon — Alumni community

Alumni community

Exclusive access to a network of 10k+ alumni.

Product Analytics & Experimentation Certification Curriculum

6 Modules · 6 Live Sessions · 12 Live Hours · 11 Hands-on Labs · 6 Artifacts · 1 Graded Final Project

Pre-read

Pre-read · 10 min

PLG vs. SLG vs. AI-Led Growth, the six-step PLG engine, funnels & loops

Live · 2h

FinWise Data Lab

Hands-on lab

Exercise 2 Guide

Hands-on lab

FinWise Hypothesis & Bet Worksheet

Hands-on lab

First growth hypothesis: logged and bet against

Artifact

Session recording

Available post-class

Pre-read

Pre-read · 10 min

Identify the highest-leverage acquisition channels

Live · 2h

Acquisition Lab Guide

Hands-on lab

Acquisition-to-Aha activation map: highest-leverage channels identified

Artifact

Session recording

Available post-class

Pre-read

Pre-read · 10 min

Test the engagement mechanics that make retention compound

Live · 2h

Retention Lab Guide

Hands-on lab

Engagement Scorecard

Hands-on lab

Engagement Scorecard: retention mechanics that compound

Artifact

Session recording

Available post-class

Pre-read

Pre-read · 10 min

Build the data literacy to read the right signals

Live · 2h

Analytics Lab Guide

Hands-on lab

Metrics Cheat Sheet

Hands-on lab

Signal-clarity brief: say vs. do gap resolved, hypothesis sharpened

Artifact

Session recording

Available post-class

Pre-read

Pre-read · 10 min

Higher-quality signals at greater frequency, confident calls from messy results

Live · 2h

Methods Lab Guide

Hands-on lab

Experiment design: beyond A/B, confident call from messy results

Artifact

Session recording

Available post-class

Pre-read

Pre-read · 10 min

Unlock revenue hidden in pricing and expansion, systematically

Live · 2h

Pricing Lab Guide

Hands-on lab

Final Project Deliverables Prompt Generator

Hands-on lab

FinWise growth & pricing strategy — final submission

Artifact

Session recording

Available post-class

Your forked repo: six artifacts assembled toward one submission

Portfolio-ready

Product Analytics & Experimentation certification review, graded by your instructor

Graded · Certification

Certificate issued on pass

Shareable credential

Explore our flexible plans

Single Certification

$2,999

Ideal for: Focused learners who want to master a specific skill

WHAT IS INCLUDED

  • 1 live, instructor-led certification course

Pro Membership

$$333 /mo, billed annually

Ideal for: Product managers ready to build broad expertise across multiple disciplines

WHAT IS INCLUDED EACH YEAR

  • 2 live, instructor-led certification courses

  • Weekly live AI Workshops

  • Access to on-demand content

  • Access to our alumni community

Best Value

Unlimited Membership

$$416 /mo, billed annually

Flexible payment options available

Ideal for: Product professionals seeking full career transformation

WHAT IS INCLUDED EACH YEAR

  • 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

Vikrant Shukla

"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

Debolina Das

"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

Jenny Kan

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

Deepak Ravi headshot

"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

Clinton Gonsalves

"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

Shilpi Verma profile

"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

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"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

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"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

ps-Half-Quote MedhaGatikesh

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

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.

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.

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.

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.

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.

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.

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.

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.

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.


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.

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.