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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!
product-management databases training checklist
What You Need to Know About Product Management for AI
A product manager for AI does everything a traditional PM does, and much more.
product-management machine-learning business article
People + AI Guidebook
The People + AI Guidebook was written to help user experience (UX) professionals and product managers follow a human-centered approach to AI.
product-management ui ux book
Rules of Machine Learning: Best Practices for ML Engineering
A basic knowledge of machine learning get the benefit of best practices in machine learning from around Google.
product-management monitoring production article
Machine Learning for Product Managers
A product-centric overview of machine learning.
product-management article
Maximizing Business Impact with Machine Learning
How to effectively leverage machine learning to build intelligent products as efficiently as possible.
production product-management metrics model-validation
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.
aws product-management article code
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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