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My framework for Machine Learning Products — Part 1 of 3

The Product Coalition

Here they are at a glance: Identify the problem There are no alternatives to good old fashioned user research Get the right data set Machine learning needs data?—?lots Weigh the cost of getting it wrong A wrong prediction can have consequences ranging from mild annoyance to the user to losing a customer forever. lots of it!

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How do market researchers add experimentation to drive better business outcomes?

DISQO

It will win with the customer by doing a series of small bets that give it insight on how to build that long-term customer relationship.”. In an effort to get closer to Amazon’s benchmark of having 70% of the information needed, some product managers even go to nearby Starbucks to generate feedback from random patrons.

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How do market researchers add experimentation to drive better business outcomes?

DISQO

It will win with the customer by doing a series of small bets that give it insight on how to build that long-term customer relationship.”. In an effort to get closer to Amazon’s benchmark of having 70% of the information needed, some product managers even go to nearby Starbucks to generate feedback from random patrons.