Author Archives: Jeff Fletcher

Putting Machine Learning Models into Production

Categories: AI and Machine Learning Cloudera Data Science Workbench Spark

Once the data science is done (and you know where your data comes from, what it looks like, and what it can predict) comes the next big step: you now have to put your model into production and make it useful for the rest of the business. This is the start of the model operations life cycle. The key focus areas (detailed in the diagram below) are usually managed by machine learning engineers after the data scientists have done their work.

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