While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

Real-time machine learning: challenges and solutions

Chip Huyen

"Real-time machine learning is largely an infrastructure problem. Solving it will require the data science/ML team and the platform team to work together."

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Evolution of ML Fact Store

Vivek Kaushal

How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.

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A smooth approach to putting machine learning into production

Max Halford

"In online machine learning, the idea is that your model is only allowed to learn from one example at a time. This is contrast to batch learning where all the available data is processed at once."

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