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July 2019 Blog Posts (104)

Where’s the Love – Trends in Data Science Career Opportunities

Summary:  The annual Burtch Works salary survey tells us a lot about which industries are using the most data scientists and the difference between higher and lower skilled data scientists.  Salary increases show us whether demand is increasing, and finally we take a shot at determining which skills are most in demand.

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Added by William Vorhies on July 1, 2019 at 8:00am — No Comments

Role Conflicts and Deviant Behaviours

It has been suggested the role conflicts can lead to poorer performance in the workplace.  Below I present the general dynamics: more role conflicts equate to less performance.

Performance can be expressed empirically - as in the case above using a formal scoring scheme.  On the other hand, a qualitative approach can be used:…

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Added by Don Philip Faithful on July 1, 2019 at 6:50am — No Comments

Fine grained analysis of K- mean clustering and where we are using it

K-means is a centroid based algorithm that means points are grouped in a cluster according to the distance(mostly Euclidean) from centroid.

Centroid-based…

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Added by satyajit maitra on July 1, 2019 at 6:30am — No Comments

Microsoft Azure ML Studio – A Tutorial on How to Create a Churn Model in No Time

In this article, we will see how we can implement a simple customer churn model that is built by using Azure Machine Learning studio. This article will give us a starting point to understand how Azure ML based models are created and deployed in the most easy to understand manner. The experiment (Azure ML Model terminology) that I will refer to is based on a dummy customer data and is readily available on Azure ML Studio AI Gallery.

Understanding the Churn…

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Added by Sunil Kappal on July 1, 2019 at 3:02am — No Comments

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