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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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How To Train a Transactional Chatbot Using Reinforcement Learning?

The Product Coalition

We’d like to thank Tremis Skeete, Executive Editor of Product Coalition for his valuable contributions in the research, development and writing of this article. We also thank Product Coalition founder Jay Stansell, who has provided a collaborative product management education environment. What is a transactional chatbot?

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AI Customer Experience: 10 Ways to Implement in Your SaaS

Userpilot

We’ll cover how the customer experience is defined, where AI comes into the picture, how it can help engage your customers , and explore some specific tactics for leveraging artificial intelligence within your product. Using AI and machine learning within your SaaS can bring huge benefits.

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Part Two: Your Guide to Executing AI and Machine Learning Projects

Bain Public

There are a lot of complexities when it comes to building, shipping and executing AI and machine learning (ML) projects. So why does collaboration between product management, data science and engineering really matter? UX costs: This is for testing to see if users respond positively to machine learning (i.e.

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A Product Management Framework for Machine Learning?—?Part 2 of 3

The Product Coalition

A Product Management Framework for Machine Learning?—?Part A quick look-back at the 8 steps to building an AI Product: Identify the problem There are no alternatives to good old fashioned user research Get the right data set Machine learning needs data? Try to get success signals early on.

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A Product Management Framework for Machine Learning?—?Part 3 of 3

The Product Coalition

A Product Management Framework for Machine Learning?—?Part For the final installment of this series, we discuss monitoring, and how Product Managers can add value to Machine Learning projects. One Product Manager does not necessarily control all parts of this experience.

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My framework for Machine Learning Products — Part 1 of 3

The Product Coalition

Building your first Machine Learning product can be overwhelming?—?the I’ve often seen great Machine Learning models fail to become great Products, not because of the ML itself, but because of the supporting product environment. I break down a Machine Learning product into eight steps.