Sublime

high-performance analytics (HPA).

The solution is to marry machine learning with game theory,

Machine learning—a technique in which a computer churns through data and, in effect, writes its own program based on the statistical relationships it discovers—is one of the most effective means of extracting all that value. Machine learning generally involves two steps: an algorithm is first trained on known data and is then unleashed to solve sim

Following the open data movement, often embracing a not-for-profit philosophy, many data sets are available online from fields like biodiversity, business, cartography, chemistry, genomics, and medicine. Look at one central index, www.kdnuggets.com/datasets, and you’ll see what amounts to lists of lists of data resources.

Knowing who your “good” customers are—the ones who will buy more—may be nice to know, but it takes second place.

Since few people are database experts, most will use this Open Data through an intermediary—a “choice engine” that integrates the data and helps people filter it by what’s important to them,

Peter Drucker, padre del denominado trabajo del conocimiento

Naïve Bayes,

These experiments demonstrate the potential of Big Data to replace guesses, conventional wisdom, and shoddy correlations with what actually works—causally.