The Datapred blog

On machine learning, time series and how to use them.

Prediction and prescription - Continuous intelligence twins (Part 2/2)

For continuous intelligence applications, the relationship between prediction and prescription is richer than described in the classic framework of analytics capabilities:
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Prediction and prescription - Continuous intelligence twins (Part 1/2)

The framework of analytics capabilities - distinguishing between descriptive, predictive and prescriptive analytics - is well known:  
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The next big thing (in business intelligence)

It’s always fun to watch business consultants and IT companies search for the next buzzword - throwing candidates to the wall, hoping that one of them will stick and help them own the next big thing. (IBM is particularly adept at the game, rotating buzzwords every two years.)
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Custom loss functions - What they are and why you need them

Machine learning models often disappoint in production for a simple reason - they have the wrong target.
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Productizing machine learning models - What is required?

on Mar 19, 2019 12:37:43 PM By | Datapred | 0 Comments | machine learning continuous intelligence streaming data productization
We talk a lot with the data science teams of industrial companies, and it is striking how unaware they usually are of the gap between a good machine learning model and a production-ready machine learning application.
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