In our consulting business, we often work with entrepreneurs facing tough decisions as they grow their businesses. Learning how to approach these decisions with a logical methodology can make the ...

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The goal of a machine learning regression problem is to predict a single numeric value. For example, you might want to predict the annual income of a person based on their sex (male or female), age, ...

Over the past several decades, organizations have invested vast resources in data infrastructure to improve decision success, but the results are mixed. A new approach called “decision-back” flips the ...

Decision tree analysis is a method of constructing a decision tree, which is a detailed representation of numerous potential solutions that can be utilized to address a specific problem to choose the ...

Over the past few months, investors from Sequoia to YC have sounded the clarion call to get their portfolio companies preparing for winter. At this stage, it does not matter if we agree or not: Enough ...

Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly interpretable predictions, but there are also trade-off cons. The goal ...