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machine learning

Using machine learning to improve your product
Product Jun 28 2017
Using machine learning to improve your product

Tips from Rose Yao for using machine learning to improve your product

A succinct guide to machine learning for product managers
Product Jun 6 2017
A succinct guide to machine learning for product managers

Neal Lathia recently ran a session at Skyscanner that aimed to cover machine learning from a non-technical, product-centric perspective. Here's what he taught his company.


What’s better than an aha moment? Mixpanel’s machine learning team found out
Product Apr 13 2017
What’s better than an aha moment? Mixpanel’s machine learning team found out

The aha moment is a mythic point in a product’s life when users stop being wary and start becoming addicted. In Facebook’s salad days, the company “figured out” that if they could compel users to make seven friends in 10 . . .

How Fitbit's data science team scales machine learning
Product Jan 31 2017
How Fitbit's data science team scales machine learning

Even data teams as well-resourced as Fitbit have to choose wisely: Innovate everywhere and your customers may never notice. Choose a meaningful place to build every once in awhile and customers will feel the difference in your product.

It’s Math, Not Magic: Four Lessons from Building a Machine Learning Team
Data  / Grow & Tell Nov 10 2016
It’s Math, Not Magic: Four Lessons from Building a Machine Learning Team

Lessons in machine learning for product leaders from Mixpanel's CEO

Is Machine Learning the Big Bad Wolf of Media? Whisper doesn’t think so.
Data Nov 8 2016
Is Machine Learning the Big Bad Wolf of Media? Whisper doesn’t think so.

To Whisper, machine learning is not The Big Bad Wolf of media, as many may fear, replacing editorial staff with robots. In fact, Whisper sees machine learning as the source of media’s reinvention.


Why Mixpanel did anomaly detection for product analytics
Data  / Product Nov 3 2016
Why Mixpanel did anomaly detection for product analytics

Engineers use monitoring on their server analytics so that if metrics go awry, they can react quickly and make good decisions. How could Mixpanel make anomaly alerting and detection work for product analytics?


The hard thing about machine learning
Product Aug 3 2016
The hard thing about machine learning


The hard thing about machine learning
Product Aug 3 2016
The hard thing about machine learning

A year and a half ago, we began implementing machine learning into Mixpanel. The goal was to create a product that could predict which of your users were most likely to convert, regardless of what a conversion meant for you.


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