#3 Technical debt in Machine learning systems has very high interest rate.
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Introduction The harsh reality of new graduates joining a Machine learning team is that the "model development" part of the job dwarfs in comparison to everything else the team needs to support. The priority of the team is often: improving models' up-time, optimizing the data pipeline, adding new monitoring dimensions or enriching the dataset with new features.
#3 Technical debt in Machine learning systems has very high interest rate.
#3 Technical debt in Machine learning systems…
#3 Technical debt in Machine learning systems has very high interest rate.
Introduction The harsh reality of new graduates joining a Machine learning team is that the "model development" part of the job dwarfs in comparison to everything else the team needs to support. The priority of the team is often: improving models' up-time, optimizing the data pipeline, adding new monitoring dimensions or enriching the dataset with new features.