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