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5 Machine Learning Lessons for Product Managers

Mind the Product

According to Crunchbase, in 2018 there were 5,000 startups relying on machine learning for their main and ancillary applications, products, and services. Secondly, as great product managers are also great capacity builders for their teams, you should start looking for opportunities that AI can present for your product.

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Product Management is on the up-and-up – why now?

BrainMates

Product Managers are in short supply – named as one of just five key roles in the Startup Talent Gap report released in July 2018 by start-up peak body StartupAUS in collaboration with Microsoft, the University of Technology Sydney and Google – alongside coders, startup-focused sales roles, user experience designers, and data scientists.

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The Collision of Product Management and Product Ownership

The Product Coalition

Scrum came about even earlier than the agile manifesto almost a whole decade to be exact (although you can traces origins earlier back to 1986 with the article The New New Product Development Game ). McElroy influenced two entrepreneurs named, Bill Hewlett and David Packark?—?names names look familiar, anyone?

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Reddit’s Nick Caldwell on engineering leadership

Intercom, Inc.

At Reddit, he led a team of 35 – none of whom knew how to manage other engineers. He had to quickly determine which team members displayed a potential for leadership and teach them the fundamentals of management so they could make new hires and scale – without ruining the culture. That project led to my first cross-functional team.

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Holly Hester-Reilly on Product Science and Experimentation

Amplitude

They have ideas, theories, visions, but they question everything and are always open to changing their minds upon seeing new evidence. ”I Whether they are the principles of behavior science, experiment design, or team function, I believe what’s going on can be observed, understood, tested, and taught. ”I Why science? Good question.

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AI, Hype, And The Future Of Humanity | Rick Nucci, Guru | BoS USA 2018

Business of Software Conference

My name’s Rick. All right so as I mentioned my name is Rick. – NLP (natural language processing) another subset or field the AI there’s a ton more; there’s vision, there’s lots of things being done I won’t try to talk about all of them. We will never sell your email address. Transcript.

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Building Resolution Bot: How to apply machine learning in product development

Intercom, Inc.

ML products also require us to manage relatively large technology risks – this is an area where, unlike in most other product development, technical limitations might render the entire design impossible. Resolution Bot is a product that automatically answers the repetitive questions faced by customer support teams. Key takeaways.