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5 Machine Learning Lessons for Product Managers

Mind the Product

Artificial intelligence (AI) is probably the biggest commercial opportunity in today’s economy. What does it mean for us as product managers? We all use AI or machine learning (ML)-driven products almost every day, and the number of these products will be growing exponentially over the next couple of years.

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510: How to use these AI tools to create a product brief – with Brian Collard

Product Innovation Educators

We’re talking about how artificial intelligence (AI) is changing the way we manage products and come up with new ideas. As people who manage products, lead teams, or come up with new ideas, we’re right in the middle of this AI revolution. I just found 10,000 ways the product hasn’t work yet.”

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395: Creating business and product strategy – with Sean Kim

Product Innovation Educators

How product managers can empower teams to create a winning product strategy. We hear a lot about strategy and that product managers need to create a product strategy. In practice, what does that mean and how does a product strategy help you be more successful? 2:31] What is strategy?

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The Strategy Stack: Connecting Business, Product, and Technology Strategy

Roman Pichler

But this taught me an important lesson: There is no point in worrying about the product details if a sound product strategy is missing. As helpful as a product strategy is, it’s not enough. 1] While I hope that this makes sense to you, I find that in practice, the different strategies are sometimes confused.

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Building User-Centric and Responsible Generative AI Products

Speaker: Shyvee Shi - Product Lead and Learning Instructor at LinkedIn

In the rapidly evolving landscape of artificial intelligence, Generative AI products stand at the cutting edge. These products, with their unique capabilities, bring fresh opportunities and challenges that demand a fresh approach to product management.

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Establishing an Effective Product Strategy Process

Roman Pichler

Why a Product Strategy Process Matters. An effective product strategy process should ensure that a valid product strategy and an actionable product roadmap are always available—that a shared and valid approach to achieving product success is available at anytime, as the picture below illustrates.

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519: Product verification, most important of the 19 activities of product management – with Nishant Parikh

Product Innovation Educators

B2C) Align roadmap structure with development methodology Balance customer needs with development capabilities Maintain appropriate levels of flexibility based on market type Understanding these contextual factors helps product managers create more effective roadmaps that better serve both their organization and their customers.