Machine learning in practice

If we continue to compare data/database development and machine learning, focusing on a typical project, we'll see similarities.

At this point, a rather nice piece presented by Jason Brownlee provides a good illustration of this. In Jason's article, he reminds us that a machine learning project includes more than just running algorithms:

Machine learning algorithms are only a very small part of using machine learning in practice as a data analyst or data scientist.

In practice, Jason indicates that the phases followed in a typical statistical project involving machine learning will most likely be iterative ...

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