Learn AI with Jyothi

From Idea to Impact: Productizing AI for Enterprises

Netflix

Amazon Web Services

PyTorch

Etsy

Jyothi Nookula

Director at Netflix (ex- Meta AI, AWS AI, and Etsy AI/ML)

Learn how to translate real-world business problems into AI product ideas that are technically feasible and commercially

Watch 8 AI Application Demos

Understand the process of scoping AI solutions by balancing business and technical constraints

Design and Scope AI Solutions with Modern Techniques

A 15% off coupon will be shared during the session and will be valid only on June 23rd

Exclusive discount for next cohort

🚨 Price Increase Alert: Investment increases by $500 on June 30th. 🚨Due to overwhelming demand, this is the final month to enroll at the current price. Lock in your spot now before the price permanently increases to $2,495. Enrollment Status (June 24th):June Cohorts: SOLD OUTJuly Cohort: Last chance to enroll at $1,995.Final Incentive: Use code SUMMER20 for 20% off the current price before enrollment closes. Team Enrollment (3+): Contact us for special pricing and arrangements at support@productfaculty.comContact: support@productfaculty.com Why it matters: AI Product Manager is the new Product Manager In 2025, every product decision will be an AI decision. This course will allow you to master the skills you need to lead in the AI-driven future. 👨‍💻 𝗔𝗕𝗢𝗨𝗧 𝗧𝗛𝗘 𝗜𝗡𝗦𝗧𝗥𝗨𝗖𝗧𝗢𝗥 Miqdad Jaffer, a 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.

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

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

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

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

Who is this course for

What you’ll get out of this course

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

Solve Real Problems with AI

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

Build Real AI Prototypes

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

Dive Deep Into AI's Technical Side

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

Hands-on Capstone Project

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

Make Better, Data-Driven Decisions

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

Balance Automation with Oversight

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

Learn Prompt Engineering

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

Master Retrieval Augmented Generation

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

Boost Data & AI Literacy

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

Make your ideas irresistible: 

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

Optimized for Busy Senior PMs

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

Lifetime Access to Product Faculty Community

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

Future-Proof Your Career

The #1 rated certificate for Product Managers, Engineers, Designers, and Founders looking to master the age of AI

Cohort 5

Miqdad Jaffer

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

Cohort 4

Cohort 6

ANNOUNCEMENT: AI PM Interview Bootcamp Starts July 5. Limited-Time Bonus Enroll in the August Agentic AI PM Cohort before July 4, and get FREE access to our AI PM Interview Prep Bootcamp.(Worth $1500)This exclusive bundle prepares you for the full AI PM journey, from cracking interviews to building GenAI products with confidence. 📦 What’s Included:AI PM Interview Bootcamp (Starts July 5)Full August AI PM Cohort Access (Starts August 9)1:1 Career Support + Real-World Projects 🚫 June cohort was sold out in no time 🎓 Only August &amp; October 2025 cohorts remain for 2025🎁 Why Apply Now?The earlier you enroll, the sooner you can start preparing and unlock bonus material, bootcamp access, and coaching support. 📞 Have questions? Meet our team here https://calendly.com/team_maheshyadav/ And we’ll walk you through everything. - Bulk Discount of 30% if you bring 2 or more students with you.- 1:1 With Mahesh (worth $1000)- Includes AI PM Interview Prep Bootcamp ($1500 Worth) We’re are consistently recognized as one of Maven’s top courses and being the only 5-star rated courses in AI. We're the only AI PM certification course that genuinely help and track 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. Here, we will empower you to confidently identify , create, eval and 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 and AI startups in bay area. 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 Agentic AI PM skills, concepts by building 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

Build AI powered products, Master Evals, and land your Next AI role - In guidance with MAANG leader who has been there done that many times.

Mahesh Yadav

SPECIAL NOTE:Fresh Replay Format + Live Summer Q&amp;As This cohort is being offered in a self-directed replay format—but this is not your typical on-demand experience. You’ll get full access to Cohort #2's video recordings (recorded live on April 30 - May 14, 2025)—which include not only our core presentations but also real-time participant questions, extended Q&amp;A, and in-session insights that made the live experience so valuable. You will also receive:- All course decks and materials presented during the sessions- Three live Q&amp;A sessions—one at the end of each month (June, July, August)—where you can bring your questions, reflections, and applications- A flexible, immersive learning journey that fits your schedule but still gives you real-time touchpoints This is an up-to-date, practical version of the course, built for independent learners who still want connection and clarity. The full course will be available on June 3, 2025. The weeks listed below are how we execute the traditional course which allows for practice time but you can complete the course however is best for you. Building on the Success of Our Flagship Course Are you ready to harness the game-changing power of AI Market Research tools to elevate your business and marketing strategies? Over the last 90 days, industry leaders like Google, OpenAI, and Perplexity have launched groundbreaking Market Research advancements, from advanced note-taking and reasoning tools to the emergence of "agentic AI" capable of autonomously executing complex tasks. These innovations represent a seismic shift in market research practices—one that can empower you to identify new opportunities, streamline R&amp;D, and anticipate consumer behavior with unmatched precision. Join our new MASFM Course to unlock the potential of these cutting-edge tools and revolutionize your brand's market research strategy. This course dives deeper into AI-powered research techniques, expanding on the strategies and tools that have empowered our past cohort participants. We’ve tailored this course to help you apply AI-driven innovations specifically to market research, delivering faster, more accurate insights that will set you apart. In a world where marketing is increasingly driven by data, mastering AI-powered tools is no longer optional—it's critical. According to recent studies, marketers and research professionals with AI expertise are poised to earn significantly more and secure top positions in their fields. But with the rapid pace of AI innovation, many also fear being left behind.&nbsp;This course is designed to address both these opportunities and challenges. Through practical, hands-on sessions, you’ll learn how to leverage AI to supercharge your market research capabilities, delivering faster and more accurate insights than ever before. Whether you're looking to elevate your career, boost your earning potential, or simply stay ahead of the curve, this course will give you the AI advantage you need. Uncompromised Quality, Intelligently Priced“Other online platforms’ ‘Mini-MBAs’ or Universities’ ‘Certificate Programs’ cost thousands of dollars. We took a different approach: Develop courses that are equal (we’d argue superior) in quality and strategically priced to deliver maximum ROI for the price.”&nbsp;Our course is a Certificate Program and we've done many 1:1 sessions with participants as added value. 3 Sessions. What You’ll Learn:&nbsp;* AI Tools for Market Research: Get introduced to cutting-edge AI tools that will transform how you conduct research, from sentiment analysis to predictive analytics. * Real-world Use Cases: Explore how leading brands are using AI to drive their marketing strategies. * Interactive Workshops: Gain hands-on experience with step-by-step guidance, tailored exercises, and valuable resources to help you integrate AI into your daily workflow.&nbsp;Why Enroll?&nbsp;* Career Catalyst: Equip yourself with skills that are in high demand and position yourself as a leader in the AI-powered future of marketing. Recent research from Business Insider reported that Marketing Professionals with AI Skills are forecast to earn 38% more than those without AI Skills. Additionally, a CNBC/SurveyMonkey Workforce Survey reported more than half (51%) of all Marketing Professionals are worried AI will soon take their job. * Expert Support: Benefit from live sessions taught by seasoned AI Marketing Experts teaching practical, hands on skills you can use TODAY.&nbsp;* Ongoing Learning: Enjoy lifetime access to future course updates, ensuring you stay at the forefront of AI advancements. * Certification: Our course is a Certificate Program with Live Sessions (also recorded and on-demand if you can't make it Live) and we've done many 1:1 sessions with participants as added value. By the end of this course, you'll not only have mastered essential AI skills for Market Research but also gained the confidence to apply them saving time, cutting costs, and enhancing your strategic insights.&nbsp;BONUS: Get Reimbursed: Leverage your company's L&amp;D budget to cover course costs. Visit https://maven.com/expense for more details. &nbsp;

Elevate Your Skills, Elevate Your Market Research Game, Elevate Your Career


Three 90-minute sessions packed with tips and tools you can use straight away.

A Forward Thinking Market Researcher﻿You want to discover product/market opportunities faster than ever.

A Founder or Marketing Innovation leader. You want an AI system to improve your clarity of your market and discover opportunities. Fast.

A Product MarketerYou want to uncover market, customer, and competitor intelligence while saving many hours of research preparation time.

This course is for you if you’re:


Key Course Benefits


This course was developed BY Marketers FOR Marketers. Learn directly from seasoned AI Marketing Experts through practical, real-world applications that you can implement today.

👩🏽‍🏫 🧑‍🏫 Hands-On Instruction From AI Marketing Experts


Save up to 30% of research prep time and deliver highly strategic Market Research insights in a fraction of the time with AI Powered Tools &amp; Techniques.

📈 Dramatically Reduce Research Hours and Improve Strategic Output


How much is your time worth? A lot! Gain valauble hours back to focus on even high level strategic matters.

💰 Immediate ROI!


Learn our interactive technique for writing AI Powered Prompts that deliver superior Market Research results.

🔧 Learn Results-Driven Prompting Techniques


Receive tailored AI Practice Guides and templates designed to teach you how to apply what you learn TODAY and streamline your specific research tasks.

📚 Customized AI Practice Guides & Worksheets


COHORT#3: Propel your Market Research game with AI. Our Practical, Hands-on course shows how AI Market Research can transform your Business.

Cohort 3

Michael DeNunzio

Peter Monk

Mastering AI Skills For Market Research #2

Common Challenges Faced by PMs in AI Projects 1- Justifying AI decisions and demonstrating ROI to stakeholders. 2- Navigating the hype versus the real capabilities of AI. 3- Communicating across teams without deep technical knowledge. 4- Dealing with inconsistent, missing, or messy data. 5- Aligning priorities and expectations between product and engineering. 6- Addressing ethical risks and bias in AI systems. 7- Keeping up with rapidly evolving tools, frameworks, and best practices. If these are your challenges lately then this course is for you. It’s a hands-on, live, interactive course designed for Engineers and technical Product Managers. Perfect for those with a strong familiarity with technical development and who enjoy building prototypes. What You'll Learn 1- Translate AI concepts into clear business value propositions. 2- Ground product roadmaps in realistic technical constraints and opportunities. 3- Communicate effectively with engineering teams—no deep ML expertise required. 4- Apply practical frameworks to align product vision with technical execution. 5- Navigate messy or incomplete data to build functional, user-centric solutions. 6- Identify and address ethical and bias-related risks early in development. 7- Select scalable AI tools that support long-term product growth. 8- Craft metrics and narratives that demonstrate AI impact to stakeholders. 9- Build prototypes with no-code tools like Lovable to quickly test and validate ideas. Course Format - Duration: 4-5 weeks- Live, instructor-led sessions with interactive discussions- Real-world case study following an AI product from discovery to deployment- Hands-on activities to apply frameworks and concepts- Access to a community of peers for collaboration and support Why This Course is Unique For the first time ever, a Product Manager and an Engineer are joining forces to teach AI product management. This unique collaboration combines product strategy with technical know-how, giving you the tools to not only understand AI’s potential but also execute successful AI projects from start to finish. Through this course, you’ll have access to a dedicated channel where you can ask questions, share challenges, and connect with peers and instructors. After each live session, you’ll receive a recording to review at your own pace, ensuring you never miss important details. You’ll walk away with a deep understanding of how to scope, prioritize, and launch AI products that drive tangible results and create value across teams. Who this course is not for: If you are someone who is expecting to do plenty of hands-on coding.

Leading Cross-Functional AI Product Development

If your events are recurring and at the same time, it might be easiest to use a single line item to communicate your course schedule to students

June 21 - July 20, 2025

Product Managers new to AI or looking to deepen their AI skills to lead AI Products and collaborate effectively with AI tech teams

AI Engineers, Software Engineers and Engineering Leaders looking to collaborate effectively with Product leads to drive successful outcomes

Program, Project, Strategy, Marketing, UX Design/Research and Business Leaders seeking an understanding of how to bring AI Products to mark

How to set learning intentions and align on goals so you can collaborate meaningfully in the cohort. You'll leave with clarity on the case study and your learning journey.

Introductions & Case Study Kickoff

You’ll develop the skills to translate complex AI outcomes into clear business value, ensuring stakeholder alignment and securing the support you need to move projects forward.

Communicate AI product value to leadership and cross-functional teams

How to frame and prioritize AI use cases so you can discover viable, high-impact product ideas. You'll leave with a prioritized list and prototyping prompts.

Master iterating on AI products: gather feedback, improve, and scale

Learn AI with clear, jargon-free explanations from Deepa, an ML Engineer with over 8 years of experience. You’ll master foundational concepts so you can make informed decisions and speak the language of your tech team.

Learn core ML/AI Foundational concepts and know when to apply them in real product scenarios.

Learn to identify use cases where AI can drive real value and spot scenarios where it’s overkill. Armed with this clarity, you’ll make smarter decisions, avoid costly missteps, and build products that solve problems without creating new ones, like bias or user distrust.

Understand where AI can be leveraged effectively and where it won’t help

Foster true collaboration with your technical teams, ensuring your product vision aligns with their realities. You’ll gain frameworks to bridge the gap between product goals and technical constraints, enabling you to ship AI products faster and more effectively.

Collaborate seamlessly with data scientists and engineers to build winning AI products

Tackle the ethical minefield of AI with confidence by learning to identify and address issues like bias, fairness, and privacy concerns before they derail your product; keeping your users safe and your company out of hot water.

Navigate ethical and regulatory challenges in AI

Learn to evaluate the right technologies for every stage of product development. Whether it’s choosing the best LLM for a chatbot or a vectorization tool for search functionality, you’ll build a toolkit that saves time, cuts costs, and delivers results tailored to your goals.

Leverage the best AI tools to enhance productivity as part of daily workflows

You’ll learn to account for AI’s unique challenges, like data prep, model training, and iteration cycles, so you can deliver on time without compromising quality or over-promising.

Design realistic and relevant AI timelines to meet business objectives

Among the sea of Gen AI Tools, use the right ones that can drastically improve your productivity as a product manager

Leverage Gen AI Tools to increase productivity

Build higher-quality AI products! Live course for PMs & Engineers to apply proven frameworks & bridge product-tech gaps.

Lightning Lessons

From Idea to Impact: Productizing AI for Enterprises