The Data Science Process

We live in a world where larger and larger volumes of varied data types are coming at us in ever increasing speeds, i.e. we live in a world of big data. In order to make sense of big data, we have turned to data science. Data Science is a tool employed by the transliterate to transform data into information.

Overfitting / Underfitting – How Well Does Your Model Fit?

  Supervised machine learning is inferring a function which will map input variables to an output variable. Let’s unpack this definition a bit with an example. Say that we are a bank that wants to determine to whom we should give a loan. The objective, therefore, is to infer a function that examines a set … Continue reading Overfitting / Underfitting – How Well Does Your Model Fit?

Manage Projects like a Roman Emperor

Our actions may be impeded but there can be no impeding our intentions or dispositions, because we can accommodate and adapt. The mind adapts and converts to its own purposes the obstacle to our action. The impediment to action advances action, what stands in the way becomes the way. Marcus Aurelius was the last of … Continue reading Manage Projects like a Roman Emperor

The Stoicism of Project Management

“What is quite unlooked for is more crushing in its effect, and unexpectedness adds to the weight of a disaster. The fact that it was unforeseen has never failed to intensify a person’s grief. This is a reason for ensuring that nothing ever takes us by surprise. We should project our thoughts ahead of us at every turn and have in mind every possible eventuality instead of only the usual course of events.”