28,459Leland Reviews

James was incredibly helpful for me to go from 0 to 1 on my take home assignment! I come in with no formal PM experience and this is my very first case. He was extremely helpful in guiding me on all the relevant considerations specific to my case that I should include, especially with pointers of common mistakes APMs make and how to level up my analysis. Very grateful to have transparent and empathetic coaches like James in my corner!

Case practice was very structured and to the point. He gives clear feedback on what works vs. what doesn’t and on how to improve. Petros acts like a real mentor.

as someone just starting my prep, petros helped me figure out what i actually needed to focus on and how to approach it

Nancy is an instrumental coach! Super helpful in listing out all the things that I need to improve upon- super sharp aswell and will point out all the logical problems in your framework and cases- def a big plus for anyone wanting to land a consulting offer!

This course was a total game-changer. It's perfect for beginner/matured PMs in the AI space or seasoned ML engineers who want to better collaborate with product and other stakeholders. It masterfully balances two critical areas: A Mature Product Mindset: Moving beyond the hype to the practical application. Strategic AI Implementation: Teaching the crucial wisdom of when to use AI—and when not to. The instructors, Avinash (a seasoned product coach) and Deepa (a world-class ML engineering director), bring an incredible depth of real-world experience. But what truly set this course apart was the empathy and focused attention they gave to each participant. They empowered and coached us with the right tools/frameworks, making us fall in "love" with the problem—which organically produces the right solutions. I now feel fully empowered to lead AI-driven PoCs and pilots from concept to production, ensuring they deliver genuine business impact

Avinash and Deepa’s combination of product leadership and machine learning expertise delivers a truly holistic perspective, showing not just how to build ML solutions, but how to align them with real-world product goals. The single, evolving case study anchors the entire course, making each concept immediately relevant and easy to connect.

-I am a Product Manager at JPMorgan Chase, focused on building and improving Privileged Access Management products. -It has helped me understand how to work more effectively with engineering teams and use AI to solve real, day-to-day product challenges.It gave me practical skills and frameworks to confidently apply AI in my current product area, especially around decision-making and automation. -The hands-on, real-world nature of the class — especially how Avinash and Deepa teach through perspectives like customer, business, and tech — makes it uniquely powerful. The best part is how approachable the instructors are — they go out of their way to listen to our challenges and guide us to think critically and solve them ourselves. A small peer community or alumni Slack group would be great to continue learning and sharing real AI product applications.

I recently attended the "Building AI Products: Bridging Gaps Between Product Vision" course conducted by Avinash and Deepa, and I couldn't be more impressed! The course was incredibly knowledgeable, soulful, energetic, and creative. Avinash's sessions on product management were insightful, covering essential topics such as: Laying the Foundation: Discovery, Research & Opportunity Mapping in AI Products Strategizing AI Products: Vision, Requirements, Roadmap, and Go-to-Market Deepa's focus on the machine learning and data science aspects was equally enlightening, with a comprehensive approach to: Demystifying AI/ML: From Fundamentals to Deployment Scaling, Evolving & Safeguarding AI Products Both instructors brought a wealth of experience and passion to the course, making complex concepts accessible and engaging. Their combined expertise provided a holistic view of building AI products, from initial discovery and research to strategic planning and deployment. Overall, this course is a must for anyone looking to bridge the gap between product vision and AI implementation. Highly recommended! 🌟

This course helped me transform from being an overwhelmed jittery newbie to AI to someone who is excited, curious and driven to learn, build and use more of AI. Avinash and Deepa are a powerhouse of knowledge and their empathy towards each of the students, their commitment to see each of us succeed makes this a really "Lovable" course. Learnt a lot ,built a lot and driven to continue on my learning journey.