Covers: theory of Product Development
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Data Science Product Management Site
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AI Product Development

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Total time needed: ~20 minutes
Objectives
This RECIPE walks you through the most important steps of AI Product Development. By the end of this you should be able to know, on a high level, what information you need to gather to build products that users actually want and leverage AI to achieve that goal
Potential Use Cases
Identifying problems worth solving with AI
Who is This For ?
INTERMEDIATEData Scientists, Machine Learning Engineers, Product Managers, Software Developers
Click on each of the following annotated items to see details.
Resource Asset5/15
VIDEO 1. Product Development Principles
  • What are the principles of product development?
10 minutes
VIDEO 2. Product Development Frameworks
  • What are the basic frameworks to follow for product development?
10 minutes
RECIPE 3. Discovering the Right Problem to Solve
10 minutes
RECIPE 4. Rapid Validation of the Product Idea
10 minutes
RECIPE 5. Preparing your Product for Long-term Operations and Use
10 minutes
VIDEO 6. Building (AI?) Products; Step by Step Guide
10 minutes
VIDEO 7. Product Ideation - Art of Finding the Right Problem to Work on!
10 minutes
VIDEO 8. Product Ideation: From a Hunch to a Concrete Idea
10 minutes
VIDEO 9. How to build products people actually want to use
10 minutes
VIDEO 10. Building your Product Strategy - A Guide
10 minutes
VIDEO 11. The Importance of Strategy in AI Product Management
10 minutes
VIDEO 12. Operationalizing the AI Canvas for AI Product Success (and profit)
10 minutes
VIDEO 13. Defining your AI Value Model for Product Success (and Profit)
10 minutes
VIDEO 14. Identifying Big ML product opportunities inside Big organizations
10 minutes
ARTICLE 15. Data Science Project Management
10 minutes

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