Master product strategy, data, and AI systems without writing code
Sub Category
- Management
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Objectives
- Differentiate clearly between Product Manager, Product Owner, and Project Manager roles—and explain how the AI Product Manager role uniquely operates
- Identify and frame business problems that are suitable for AI and machine learning solutions, translating real-world needs into well-defined AI product
- Design AI-ready product requirements and PRDs, including data dependencies, model constraints, evaluation metrics, and non-functional requirements
- Collaborate effectively with data scientists, ML engineers, and platform teams by understanding the AI development lifecycle, model trade-offs
- Evaluate and prioritize AI product decisions using data-driven trade-offs, balancing accuracy, business impact, user trust, operational cost, and scalability.
- Plan and execute responsible AI product launches, incorporating MVP strategies, human-in-the-loop designs, monitoring plans, and ethical risk assessments.
- Operate and iterate AI products in production, including monitoring model performance, handling data and model drift, and continuously improving product
Pre Requisites
- A basic understanding of business or product concepts, such as how companies build and sell products (no prior product management experience required).
- Familiarity with technology or data concepts at a high level (e.g., knowing what data, software, or AI is—without needing to code).
- Curiosity about AI, data, and how technology creates business impact, especially in modern digital products.
- Basic computer skills, including using documents, spreadsheets, and presentation tools.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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