Enrollment Status (May 2nd):&nbsp;• May and June cohorts SOLD OUT•⁠ July cohort: Few spots available for individual registration (closing soon, see timer above)•⁠ Price increasing by $500 after July&nbsp;Cohort due to increased demand•⁠ Includes Advanced PM Certification ($4,995 value) Team enrollment (3+ get $500 off): Special spots &amp; pricing available even after individual deadline expires.Contact: support@productfaculty.com *Limited time to secure both certifications in one enrolment. Complete details on the included Advanced PM Certification: maven.com/product-faculty/advanced-product-management-training/ 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 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 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) 💡 COURSE PREREQUISITES﻿This 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 AIWhat 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/student discounts. *Limited-Time Offer: Enroll now and get complimentary access to Product Faculty’s top-rated Advanced Product Management training (a $4,995 value). Learn more about the included course here: https://maven.com/product-faculty/advanced-product-management-training/

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

Get OnDemand Access to the <a href="https://www.productfaculty.com/" rel="noopener noreferrer" target="_blank">#1 Rated Advanced Product Management</a> training offered by Product Faculty as part of this AI Product Management Certification.

OnDemand Access to Advanced Product Management Course

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

Ambitious Product Leaders: Senior PMs, GPMs, and Directors leading AI initiatives at startups and established tech companies.

Product Teams: Cross-functional groups taking the course together see accelerated implementation and stronger AI collaboration.

Non-PM Leaders: Talented Designers, Engineers, and Data Scientists, Operations/Marketing folks who want to build AI products.

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 4

Cohort 5

Miqdad Jaffer

Product Leader at OpenAI, TechCrunch & MIT featured, Top 100 by Business Insider

Cohort 3

Cohort 6

Update as of May 7: May cohort enrolment will stop soon—enroll fast if you don't want to wait till july.Bonus: Anyone who enrolls before 10th May will get a Free seat at AI PM Interview Prep Bootcamp worth $1500 We’re proud to be featured in Maven’s AI-Powered Super IC Series and recognized as one of Maven’s top courses—the only 5-star rated course.We're the only AI PM certification course that genuinely helps—and tracks—your success even after cohort completion. We are really proud of 27% of our cohort members that have successfully transitioned into AI PM roles. We achieve these results through:- 50+ written lessons- 10+ live workshops (beyond recorded content)- 20+ live AMA sessions directly with Mahesh- Continued support during interviews and continuous learning via weekly session after cohort Our mission is to make this the only AI course you'll need in 2025 (period). To ensure this, we've added hands-on learning labs and strong technical support that empowers everyone—no coding or technical background required—to confidently create or launch production-ready agents using GCP Vertex AI, Langflow, Crew AI, Azure Evaluators SDK, and Azure Co-pilot Studio. We are offering two timings to accommodate your busy schedules. Wednesdays at 5:30 PM PSTSaturdays at 9:00 AM PST Know your instructorMahesh Yadav is your mentor and guide to success in AI product management. With over 20 years of experience and 10+ years building AI-powered products at Google, Amazon, Meta, and Microsoft. Mahesh has 9 patents as primary innovator in AI training and Power management. He has presented at premier conferences such as Nvidia GTC, Microsoft Build, and AWS re-Invent. Mahesh brings firsthand insights from advising fast-growing AI startups and collaborating with senior leaders at Google, Meta, and Amazon, giving you an inside look at what truly drives AI innovation in top tech giants. Deep Expertise: Mahesh led the expansion of PyTorch into PyTorch Distribution and contributed to Meta’s first GPT3-scale training model (OPT) in 2019. His work spans key AI technologies including recommendation systems , PyTorch,&nbsp;Agents for AWS Bedrock, and multi-agent for GCP.Practical Insights: His teaching uses real project examples to deliver actionable strategies you can implement immediately.Impact he left: Over 3000 professionals have upskilled through his courses, many now holding roles at top AI companies Ace AI PM Interviews — Internally or ExternallyThis isn't just a course, it’s your career catalyst.Whether you're aiming for an internal transition or preparing for external AI PM interviews, you’ll gain the exact frameworks and confidence needed to stand out in any interview room.We don't stop at theory. We simulate real-world product challenges, review your interview answers, and walk you through how hiring managers at Google, Meta, and top AI startups actually evaluate candidates.And unlike most cohorts that wrap up after 3-4 live sessions, we guarantee more value than you pay for:20+ live sessions with Mahesh during the cohort and countless more on advance trending topics even after the cohorts for lifetime. You won’t just prepare for interviews, you’ll walk in already looking like an insider. Why Mahesh Is the Right Mentor for You?This course isn't just another program with flashy slides and vague frameworks.Here’s what you get here—and only here:✅ Real AI expertise, not theoryMahesh has done hands-on AI work for over 10 years—spanning infrastructure, frameworks, services, and end-to-end product delivery. He doesn't just teach GenAI—he built it before it was a buzzword.✅ Instructor-led from start to finishNo marketing agencies. No “guest speaker” fluff. Mahesh personally teaches, reviews, and gives feedback in every session. You're not just learning—you’re being mentored.✅ 1:1 mentorship, not just group lecturesEvery student gets at least one personalized 1:1 session with Mahesh, valued at $1000—use it for product ideas, interviews, or career clarity.✅ Clear, simple, powerful teachingWhether you’re an AI beginner or a senior PM, Mahesh breaks down complex concepts so clearly a 5-year-old could follow—yet every AI expert still learns something new.✅ Continued support after the courseYour learning doesn’t end in 4 weeks. Mahesh continues to mentor you via free replays, ongoing labs, community sessions, and exclusive invites to alumni Bootcamps.✅ Join a real movementOver 3,000 professionals have taken Mahesh’s courses. Many now lead AI products at top-tier companies or have transitioned into dream GenAI roles. This isn’t just a course. It’s your entry into an elite, supportive AI PM network. What Makes This Course Different?This course is unlike any other AI Product Management program. It’s built to give you deep, real-world skills—not just surface-level learning. You’ll learn to build production-grade AI agents, create enterprise-ready product requirement documents. What makes this course truly stand out is its comprehensive approach to teaching AI Product Management the way it’s done in MAANG companies.You'll gain a strong understanding of the entire AI ecosystem—how AI players operate, the key infrastructure gaps, the full stack, and where the industry is heading. We focus on developing your specific AI PM chops: discovery, design, deployment, pricing, and GTM strategies tailored for AI.The course demystifies complex technical topics like neural networks, transformers, fine-tuning, multi-agent communication, and evaluation—explained in a way that even a beginner can grasp, yet still packed with depth for experienced learners. Non-technical PMs are fully supported and encouraged to dive in—we provide extensive support hours to help everyone succeed.You’ll go beyond just building; you’ll write detailed PRDs for your own AI idea, receive tailored feedback, and turn your vision into an enterprise-grade working prototype. And because we know learning doesn’t stop after the cohort ends, you’ll get lifetime access to recordings, future labs, and our ongoing community sessions—at no extra cost. What You’ll Learn✅ Spotting high-impact AI use cases in any business✅ Master agentic design (memory, knowledge, reflection, focus)✅ Build multi-agent workflows with tools &amp; data✅ Design and write MAANG-level PRDs✅ Use advanced prompting (CoT, ToT) for real applications✅ Deploy agents using Langflow, CrewAI, OpenAI, Vertex AI, and more✅ Grasp core ML concepts — neural networks, transformers, memory mgmt✅ Learn pricing, GTM, and scaling strategies for AI products✅ Work on real MAANG-level case studies Ready to build your first AI Multi-Agent and become an AI product leader?

Master MAANG level AI PM skills, concepts and build PRD/MVP that customer love. 

Recordings will be provided in the student portal if you cannot join live.

5 Saturdays 90 mins sessions with Mahesh

You will have 5 lab sessions to build with Mahesh Teams. It is also our weekly open office hour.

Wed Lab Sessions/Optional Q&A

We want to help you to continue your learning journey even after the cohort ends. We meet weekly on my LinkedIn community. Current and previous cohort members join us to keep learning. Join us for a free event:https://www.linkedin.com/company/mahesh-ai-pm-community

Weekly Community Sessions

Product Managers Traditional PM looking to transition into AI Product Management. This course will help you more with GenAI.

Engineers and Designers:Ready to transition into the PM world? Learn to bridge the gap between technical implementation &amp; product strategy

Founders:If you're looking to turn ideas into MVP &amp; gain the knowledge &amp; confidence to lead your team in building Ai Products

Builders Ready to Upskill into the PM world with real toolsLearn to bridge the gap between technical implementation &amp; product strategy

Are you wondering if this course is for you ?

Your Takeaways From This Cohort

Go from beginner to confident AI Product Manager in just a few weeks. In this course, you’ll follow a hands-on, project-based approach to quickly master both the fundamentals and advanced skills needed to build production-ready AI agents that solve real problems.

Fast-Track Your AI PM Journey

Our alumni are landing promotions, pivoting into AI roles, and stepping into leadership positions at top tech companies. As part of the cohort, you’ll tap into an active network that shares referrals, job tips, and insider guidance to help you break into or level up in the AI spa

Accelerate Your Career in AI
 

If you're a founder or builder, this course is your launchpad. You’ll be equipped to take your idea and turn it into a functional AI MVP tailored to your business needs - right away.

Turn Ideas Into Real Products

You won’t just leave with skills—you’ll leave with connections. Join a community of like-minded professionals, learn from each other, and keep growing long after the course ends.

A Lifelong Community That Grows With You

Master Agentic AI for PM’s: Build the Future with a MAANG Product Leader.

Mahesh Yadav

🚨🚨Note: This course is an independent offering and is not affiliated with, endorsed by, or related to the instructors' current or past employers. ⛳ The only prerequisite: you should have coded at least once in your life. The course includes low-code assignments, and even folks who hadn’t touched code in over 15 years have found it approachable and rewarding. That said, a basic understanding of coding really helps you get the most out of it — and of course, there’s AI to assist you along the way. The course is built for everyone, whether you’re a Product Manager, Architect, Director, C-suite leader, or someone seriously exploring agentic AI. Agentic AI or AI systems capable of operating with some degree of autonomy, is transforming how we interact with technology. In the coming years, most software systems will integrate AI agents to enhance their capabilities. This shift will drive a growing demand for professionals who can move beyond surface-level understanding and apply AI effectively to solve real business challenges while navigating practical constraints. This course focuses on practical AI agent development, covering key usage paradigms such as workflow agents, integrating RAG/retrieval components, autonomous agents, and fine-tuning—all with a strong emphasis on real-world applications. Instead of just explaining "what" these techniques are, we’ll explore "when" and "how" to use them, equipping you to make informed, business-driven AI decisions. ⛳ What Makes This Course Unique Solving Real Enterprise Challenges, Not Just ConceptsWhile most courses stop at teaching tools and frameworks, this course goes further by focusing on solving real-world business problems. You’ll tackle practical constraints like cost, scalability, latency, and performance, learning to design AI solutions tailored to real use cases that deliver value. Participate in Weekly Enterprise Use-Case Workshops with PeersAll content will be recorded and available for async viewing. Each week, we’ll have team workshops to discuss real-world business use cases that can be tackled using the concepts covered that week, along with any challenges we encounter. Hands-On Product DevelopmentYou’ll build a real-world agentic product from scratch (low code options available). Our tutorials will guide you through creating your own Perplexity (Agentic search system), giving you practical experience with application techniques. Collaborative Team WorkshopsExperience what it’s like to solve a business problem in a real-world setting. In a collaborative workshop, you’ll work with others to design and develop solutions, simulating how teams take AI projects from 0 to 1.&nbsp; Capstone ProjectLearn how to connect cutting-edge research with real-world applications. For the capstone, you’ll use our curated list of the latest research papers to design and implement solutions for practical business use cases. ☕ Weekly Chai &amp; AI Sessions with Our Problem-First CommunityJoin optional weekly sessions during the course where we discuss the latest AI developments, their impact on enterprises, and what they mean in practice. We bring in guest speakers, including AI practitioners, industry leaders, founders, and VCs for AMA sessions, along with deep dives into research and hands-on workshops to bridge theory with real-world applications. Guest Lectures from Industry ExpertsWe believe in learning from practitioners who have built and deployed real AI solutions in the enterprise—not just talkers, but doers. Our past cohort guest lectures have featured leaders who drive AI adoption at scale, including:Aman Khan – Director of Product, LLM @ Arize AIDoneyli De Jesus – Principal AI Architect @ SnowflakeJayeeta Patatunda – Director, AI CoE @ Fitch RatingsWe aim to bring many more industry leaders in future cohorts, ensuring you learn from the best in the field. 🫨🫨🫨The Biggest Advantage! (Lifetime access to future cohort material)AI moves fast, and staying ahead means continuous learning. That’s why all students get lifetime access to the latest AI material from all future cohorts—no extra fees, no outdated content. You’ll always have access to latest cohorts lecture recordings and reading materials, incorporating the latest model updates (like reasoning models currently), emerging techniques, industry shifts, and best practices. This is your one-stop learning hub—no need to keep signing up for new AI courses. New Concepts Coming to the May 2025 Cohort:Reasoning Models – A full module on when, how, and why to use themMCP &amp; Agentic Apps – Building agentic applications using MCPAgent Evaluations – Methods and best practices for assessing agentsAgent Architecture Breakdown – Deep dive into popular agents like NotebookLM, Deep Research, and potential architectures 🙌 Plus, top students get lifetime access to our Chai &amp; AI community sessions and in-person meetups, where they can dive into deep discussions, network with top industry professionals, and gain exclusive insights straight from the frontlines of AI. ❌ Who This Course Is Not For For Those Who Have Already Deployed Gen AI in Enterprise: This course is designed as an applied foundations course for enterprise AI with only basic Python as a prerequisite and no ML background required. If you’re already familiar with deploying AI systems, you won’t gain much from the core content. However, if you're looking to network and refine best practices, you're welcome to join. Those Seeking Heavy Theoretical Knowledge: This course emphasizes applied learning and practical problem-solving, not deep dives into theoretical topics like transformer architecture, pre/post-training optimization, inference techniques, or alignment. Those Who Have Never Coded Before: While we provide low-code options, this course assumes you have some coding experience. It’s not suitable for those who have never written or worked with even basic code. Individuals Expecting Deep AI Research Focus: While we’ll cover cutting-edge techniques, this course is centered on applying AI to business problems, not research-heavy exploration. Scaling and Ops Enthusiasts: This course does not focus heavily on scaling or operational aspects (i.e., LLMOps). Deployment will be covered at a high level, but not in-depth.

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

Recorded Lectures, Weekly Office Hours, Live Guest Lectures, Team Workshops and Live Chai &amp; AI Sessions

Weekly projects

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 applied generative AI techniques like prompt engineering, RAG, agents, and fine-tuning, with a focus on applying them effectively to real-world business scenarios. Understand how to navigate constraints like cost, latency, and performance constraints in AI systems.

Master Applied Generative AI Concepts
 

While learning applied AI concepts, we’ll put them into action by building a Perplexity-like AI-powered search system through detailed, hands-on tutorials that demonstrate their practical application (Low code options will be provided)

Apply Concepts to Build an Agentic Search System

Participate in brainstorming sessions and team huddles to approach hypothetical business problems. Learn to identify the right AI solutions for specific use cases, leveraging low-code options where applicable.

Tackle Business Use-Cases with AI

Gain a deep understanding of key challenges in building AI systems, including handling hallucinations, adversarial attacks, security, privacy issues etc., and learn best practices to evaluate AI solutions comprehensively

Understand Challenges and Effective Evaluation
 

You’ll design and demo a solution for a hypothetical business problem, integrating insights from relevant research papers in my curated list, hand-picked for enterprise relevance. This project will also involve addressing challenges and evaluation methods.

Final Capstone Project
 

The course includes guest lectures from industry experts, AMA sessions, and our Chai &amp; AI discussions, culminating in a final in-person meetup in the Bay Area. You'll have plenty of opportunities to network and become part of our community.

Access to the Problem-First AI Community

Learn to make decisions tailored to business constraints, understand when & how to apply AI effectively & build an application from scratch

Aishwarya Naresh Reganti

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

Kiriti Badam

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

March 2025 Cohort

May 2025 Cohort

The AI Tech Revolution is Here, But User Experience is Lagging Behind As AI rapidly transforms industries, businesses are racing to integrate it into their products. Yet, many are overlooking one critical factor: user experience. Powerful AI algorithms are only part of the equation—without thoughtful design, these technologies risk alienating users, creating frustration, and failing to deliver meaningful value. The problem? Designing for AI isn't the same as designing for traditional software products. It requires a new way of thinking, one that blends user-centered design principles with an understanding of AI’s capabilities and limitations.For designers and product leaders, the challenge lies in bridging this gap. The UX Design Gap in AIDespite the explosion of AI-powered products, many design teams struggle with:Understanding how AI changes user interactions and workflowsDesigning interfaces that are intuitive and transparent about AI functionalityBalancing user control with AI automationCreating trust through thoughtful design choicesPrototyping and testing AI interactions effectivelyBut it doesn’t have to be this way.With the right frameworks and hands-on experience, you can design AI-powered experiences that are clear, effective, and user-friendly. What You Will LearnThis course focuses on learning by doing. Over 5 weeks, you’ll work on a hands-on project, applying each week’s insights to create a portfolio-worthy AI design project. Week 1: Designing for AlignmentLearn what makes AI design unique by understanding its capabilities, limitations, and user mental models.Define your AI design project with clear goals. Week 2: Foundations of Human-Centered AI DesignGrasp core principles of human-centered design for AI applications.Refine your project scope using these fundamental insights. Week 3: Conversational and Multimodal AI DesignExplore key AI interaction patterns such as conversational interfaces and hybrid systems.Map out clear, intuitive user flows for your AI experience. Week 4: AI Design Patterns and PrototypingDevelop multiple design solutions and build interactive prototypes.Test and refine your designs to ensure usability and clarity. Week 5: Final Project DevelopmentPresent your AI design project with a clear, compelling narrative.Polish your case study into a professional portfolio-ready presentation. Build Confidence Through Hands-On PracticeThis course isn’t about theory—it’s about building, testing, and refining. Each week, you’ll work on your project with guidance, feedback, and peer collaboration. By the end, you’ll have:- A polished AI design project ready for your portfolio- Practical experience designing AI-powered interactions- The confidence to take on AI design challenges in real-world projectsWhether you’re aiming to lead AI design projects, expand your expertise, or land a role in the growing field of AI design, this course will equip you with the skills and insights to succeed.

The UX Design Challenge for AI Applications

Build foundational AI design skills with expert-led modules. Learn user-centered AI design principles, perfect for busy design leaders and professionals.

Design AI experiences and receive weekly expert feedback on your portfolio project. Build a real-world AI design solution, ready for your professional portfolio.

Join live sessions with your instructor for Q&amp;A, portfolio feedback, and insights on AI design decisions. Ideal for design leaders guiding AI-focused teams.

Live Design Sessions & Portfolio Feedback

Get in-depth strategies for AI design, ideal for design leaders wanting to develop the skills to lead teams in the AI design landscape.

Access to Advanced AI Design Strategies

Receive an official certificate upon completion of the course, demonstrating your expertise in designing user-centered AI solutions.

Certificate of Completion

UX &amp; Product Designers. Ready to design impactful AI experiences? Learn to create AI-driven products and build a portfolio that stands out.

Product, Design &amp; Research Leaders. Shape the future of AI. Master human-centered design principles and lead teams in creating AI

Aspiring AI Professionals. Looking to enter the AI field? Develop the skills to design, prototype, and test AI solutions.

Gain a deep understanding of key AI design principles through our HCAI Design foundations Guide and lecture series

A Strong Foundation in AI Design

Learn to define northstar AI UX journeys and conversational UX flows using our AI Interaction Frameworks and Guides.

Hands-On Experience Designing AI User Flows

Build interactive prototypes with tools like Figma or VoiceFlow and refine them through structured Usability Testing Guides.

Practical Skills in Prototyping and Testing

Craft a polished AI design project, tell a compelling story using Portfolio Case Study Templates, and present your work with confidence.

A Portfolio-Worthy AI Design Project

Learn to design AI products that are intuitive and valuable. Build your AI project portfolio, get certified as an expert in UX for AI

Cohort 2

Rupa Chaturvedi

Cohort 1

Through multiple real examples of well-run experiments and real stories at Microsoft, Amazon, and Airbnb, you will see the humbling reality that we are terrible at assessing the values of ideas. Trivial changes can be surprisingly useful, whereas large efforts often fail. Accelerate innovation by building Minimum Viable Products and Features (MVPs) and make the organization evidence-based and humbler, as it adopts and learns to use evidence from the gold standard in science: the controlled experiment. You will understand the challenges in designing and running trustworthy controlled experiments, or A/B tests, including the importance of the Overall Evaluation Criterion (OEC), scaling, pitfalls, and Twyman's law. The 2nd week covers additional topics, some more technical, including cultural challenges, institutional memory, maturity model, observational causal studies, offline evaluations, AI/Machine learning and triggering, scaling, build vs. buy, challenges, and requested topics. The advanced topics course is a follow-on to this: https://bit.ly/AdvancedABFS

Empower your organization to be data-driven and innovative

Three x 2-hour sessions in week 1 on Monday, Tuesday, and Thursday

Week 1: Mon, Tue, Thu

Two x 2-hour sessions in week 2 on Monday and Thursday

Week 2: Mon, Thu

Optional Q&A

Data science managers and scientists will be able to design and interpret the experiment results in a trustworthy manner

Program managers focused on growth, revenue, conversions, and prioritization will understand how to provide the org with robust clear metric

Engineering leaders will be able to make the organizations more data-driven and efficient with fewer severe incidents through A/B tests

Who is this class for?

What you will learn from this 10-hour course

You will hear multiple real memorable stories and examples, many that don't make it to books or articles. These were chosen from over 20 years of experimentation. You'll have the data to show that the poor success rate is documented across multiple organizations; expected it!

Understand and internalize the humbling reality that we are poor at assessing the values of ideas: most ideas fail!

Understand key concepts like causality, hierarchy of evidence, and key organizational tenets required for effective experimentation.

Understand the key advantages and limitations of A/B testing

Designing metrics is hard. There is a hierarchy of metrics and perverse incentives. The most important metrics comprise of the OEC - The Overall Evaluation Criterion. We will look at good and bad examples.

Learn how to design metrics and the Overall Evaluation Criterion

Getting numbers is easy; getting numbers you can trust is hard. You'll understand common pitfalls and how to design reliable and trustworthy tests.

Learn how to designing trustworthy A/B tests

Learn about the cultural challenges, the humbling results (most ideas fail, pivoting, iterating, learning), institutional memory, ideation, prioritization, experimentation platforms

Learn about the cultural challenges

When building AI or machine learning models, using A/B testing and triggering to evaluate the models that were built offline based on historical data

Learn about the relationship to AI and Machine Learning Modeling

When you can't run an A/B test, quasi-experimentation methods and the risks of observational causal studies

Learn about complementary quasi-experimental techniques

What are key challenges and open questions in the field

Learn about existing challenges

If there is something specific you want to cover, there is time allocated for topics voted by the audience to discuss

Learn about YOUR topic of interest

The course focuses on developing the intuition and common misunderstandings, without the details of the statistics, which you can find in many books. We cover p-values, statistical power, and triggering.You can go as technical as you want in the Q&amp;A and community discussions

Technical to your needs

Learn from a world-leading expert how to design and analyze trustworthy A/B tests to evaluate ideas, integrate AI/ML, and grow your business

Dr. Ronny Kohavi

3 March 2025

12 May 2025

You sat through another meeting today feeling totally lost as the devs threw around terms like “rate limits” and “microservices”. Every time you have to make decisions that impact an engineer’s implementation, you feel like you’re on the back foot and struggling to keep up with the details. After you hand off a feature to engineering, you have no idea if it will be delivered the way you're expecting. You can feel confident, you just need the right plan. The reason most PMs can’t improve their technical skills is that they follow random online tutorials with no real plan or guidance. Or try to go from zero to 100 overnight by upskilling on complex topics - only to give up feeling frustrated and disappointed. That’s why this cohort is designed to help you build a foundational understanding of software applications. You won’t just memorize a bunch of terms - you’ll actually understand how software products are designed and deployed to handle millions of users. And our community will be here to give you the support, guidance, and accountability you’ll need to finally stick with it. After only 4 weeks, you’ll look back and think.. “WOW! I can’t believe I did that.”&nbsp; Now imagine if you could: ✅ Master technical concepts without getting lost in an internet maze. ✅ Stop asking engineers to dumb down concepts when talking to you. ✅ Predict risks, anticipate issues, and avoid endless back-and-forth. ✅ Improve your communication with engineers, users, and technical stakeholders&nbsp;&nbsp;&nbsp; Getting started is easy. 1️⃣ Start with my 8-day email course to start building confidence with APIs today (enroll for free below!) 2️⃣ Enroll in the 4-week cohort to build your foundations with application architecture, APIs, software development lifecycle, and system design. 3️⃣ Continue your journey with The Vault, our content library covering technical tradeoffs, generative AI, technical interview prep, and more.

Does this sound familiar? 

Live Sessions

Recorded Lessons

Practice Exercises

Senior Product Managers.Build confidence and gain a competitive edge amongst your peers

Non-technical PMs.Overcome imposter syndrome, improve communication, and make better product decisions

MBA graduates and consultants.Seamlessly transition into product by learning critical technical skills

Feel more confident in your decisions by building a deeper understanding of technical tradeoffs

Build confidence

Engage engineering by using common language

Improve communication

Understand fundamentals by learning and practicing essential concepts

Grow your technical skills

Gain a competitive edge in your career by demonstrating your technical acumen

Excel in your Product career

Build confidence without getting lost in technical jargon 
🔥Featured on Lenny's Newsletter🔥 

Colin Matthews

Product Manager @ Datavant

Mike Demianiuk

Cohort 14

Cohort 16

By the end of this course, you will confidently price your AI consulting services based on value, produce proposals that highlight outcomes, implement a professional business infrastructure, leverage content to attract better leads, handle legal/tax basics, and continuously improve through feedback loops. Day 1: Content &amp; CredibilityBuilding authority and attracting leads through valuable, outcome-oriented content. You Will Learn:How to write content that resonates with decision-makers, not just technical audiences.Approaches for showcasing your expertise to stand out from competitors.Strategies to build trust, credibility, and consistent inbound leads before you even get on a call. Day 2: Shifting from Hourly to Value-Based ConsultingUnderstanding clients’ stakes and pricing for impact rather than time. You Will Learn:How to discover what’s truly at stake for your client and tie your services to tangible business outcomes.The “value equation” framework to craft offers that reflect the actual ROI you provide.Techniques for confidently setting fees based on results, not hours, while reducing risk for you and your clients. Day 3: Structuring Proposals &amp; Closing Bigger DealsCreating situational assessment proposals that speak directly to client goals. You Will Learn:A proven proposal structure that highlights the client’s situation, desired outcomes, and clear success metrics—before discussing fees.How to present multiple engagement options (advisory, comprehensive, premium) to anchor value and encourage higher-tier purchases.Best practices for guaranteeing results, scheduling follow-ups, and ensuring clients see you as a strategic partner. Office Hours &amp; SupportWeekly group coachingPrivate Slack for peer supportDirect feedback on proposals About Your Instructor I'm Jason Liu, and I built my AI consulting practice from scratch after a career-changing hand injury. My biggest lesson? Losing $150,000 to a recruiter on a $10,000 project taught me the importance of systematic business processes. Now, I consistently close five-figure solo deals and maintain a waitlist of clients—all through implementing the exact systems I'll teach you. Think in terms of ROI: Implementing just the proposal framework could help you land a single $10,000 project—that's an 18x return on your investment. What's Included:- 3 days of live, hands-on training- Complete business system templates- Private AI consultant community access- Future course discounts- 14-day money-back guarantee This Program Is Right For You If:- You have strong AI technical skills but need business systems- You're ready to implement structured processes in your practice- You want a proven playbook rather than trial-and-error learning Ready to build your systematic consulting practice? Join the waitlist now.

Turn your skills to a AI augmented consulting business

<ul><li>Capitalize on the current scarcity of AI expertise and identify your specialty.</li><li>Recognize the value you can provide your clients.</li><li>Attract clients through compelling content frameworks.</li></ul>

Day 1: Your Expert Positioning

<ul><li>Shift your mindset to a value-driven approach that commands premium rates.</li><li>Conduct productive discovery calls.</li><li>Build trust and uncover your client's true needs.</li></ul>

Day 2: Develop Your Mindset & Business

<ul><li>Craft winning proposals that clearly articulate your value proposition.</li><li>Develop pricing strategies to maximize revenue.</li><li>Overcome objections, and closing deals with confidence.</li></ul>

Day 3: Proposals and Sales

Rely on Hourly Rates:If you’re trapped billing hours, learn to price by real business value and increase your profits.

Struggle to Stand Out:If you have skill but no strong brand, craft content and positioning to attract top-quality leads.

Close Bigger Deals:If you’re stuck with small gigs, gain tools to secure premium, long-term contracts at higher fees.

Need Clear Value:If you’re unsure how to show ROI, discover ways to align offers with outcomes clients truly want.

This course is for those who...

A proven proposal template tying services directly to results clients will pay more for.

A Clear Framework

Clarity on your niche, message, and brand so you outshine generic competitors instantly.

Confident Positioning

Transform Your AI Expertise Into a Premium Consulting Practice in 3 Days