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Building Machine Learning Products: A Problem Well-Defined
In this post, we'll dig deeper into how to develop the requirements for a machine learning project when you're given a vague problem to solve.
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Data Project Checklist
There’s a lot more to creating useful data projects than just training an accurate model!
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What You Need to Know About Product Management for AI
A product manager for AI does everything a traditional PM does, and much more.
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Maximizing Business Impact with Machine Learning
How to effectively leverage machine learning to build intelligent products as efficiently as possible.
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Building fully custom machine learning models on AWS SageMaker
AWS SageMaker is a cloud machine learning SDK designed for speed of iteration, and it’s one of the fastest-growing toys in the Amazon AWS ecosystem.
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Three Principles for Designing ML-Powered Products
Reflecting on a handful of projects at Spotify, we’ve come up with three principles we believe will help others design ML-powered experiences.
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How to Plan and Execute Your ML and DL Projects
This tutorial presents ways to structure ML and DL projects in a systematic manner.
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