OSIsoft’s PI Integrator and Azure Machine Learning »

I love to cook on the grill – steaks, hamburgers – really anything. But the first cookout of the summer always goes the same way. It is time to start cooking, but the grill must get a good cleaning and the propane...Read More →

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Part 2: Should we Send the Azure Machine Learning Model to Market? »

The previous post concentrated on deciding if a categorical Machine Learning model should be released for production or not. This post concentrates on interpreting the scores of a regression model and the implication in using...Read More →

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Azure Machine Learning

Should We Send the Azure Machine Learning Model to Market? »

The life cycle of a machine learning (ML) model can be as familiar as a software development project or an engineering project. At a macro level, they all start with a measurable objective, some idea of how to achieve it, a prototyping...Read More →

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Revenue Loss Protection

Proving the Business Value of Advanced Analytics »

In talking to my peers about the value of advanced analytics, IoT,  machine learning and predictive analytics, they are often intrigued by the potential to: Reduce working capital by improving demand forecasting Reduce downtime...Read More →

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microsoft Internet-of-things

IoT: How to make money and disrupt your competition »

Eventually everything connects – people, ideas, objects. The quality of the connections is the key to quality per se. – Charles Eames Our world is getting covered on a planetary scale with a digital skin called the...Read More →

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azure machine learning

Predicting the Costs of Azure Machine Learning »

Many avoid predictive analytics programs because the capital investment needed just to find out if you can benefit from it creates a risk-adjusted ROI that is a tad too shaky for cautious, capital-constrained organizations. Purchasing...Read More →

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The ROI of Machine Learning »

Assuming you are data rich but information poor, machine learning could be a good investment, but not all machine learning (ML) dollars are equal. Predictive model testing can calculate how much ‘lift,’ i.e., the gross benefit...Read More →

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