My views on anything

The emerging technology hype cycle by Gartner for 2016 covers 3 key Technologies trends:

The emerging technology hype cycle by Gartner for 2016 covers 3 key Technologies trends:

Transparently immersive experiences: Technology will continue to become more human-centric to the point where it will introduce transparency between people, businesses and things. This relationship will become much more entwined as the evolution of technology becomes more adaptive, contextual and fluid within the workplace, at home, and interacting with businesses and other people. The perceptual …

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Evaluating Machine Learning models when dealing with imbalanced classes

Evaluating Machine Learning models when dealing with imbalanced classes

In this blog post I talk through an example of how to pick the best model when you deal with these kind of problems. I also touch the subject of cost-sensitive predictions, introducing some code to generate plots that will help you understand your model in cost fashion. Even more important, it will be essential …

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Using Azure Machine Learning Notebooks for Quality Control of Automated Predictive Pipelines

Using Azure Machine Learning Notebooks for Quality Control of Automated Predictive Pipelines

When building an automated predictive pipeline, to have periodically batch-wise score new data, there is a need to control for quality of the predictions. The Azure Data Factory (ADF) pipeline will help you ensure that your whole data set gets scored. However, this is not taking into consideration that data can change over time. For …

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