xgboost

Cloud and the Democratization of Machine Learning

We have seen many recent advancements in machine learning. IBM’s Watson beat top human champions in Jeopardy. Google’s AlphaGo defeated top human players in Go. Today, machine learning is no longer limited to corporations with big budgets. Cloud computing has lowered the barrier to entry for machine learning. Cloud computing can now provide the computing power required for machine learning that was previously out of reach for most.

While we have not reached the stage of science fiction, like creating machine intelligence like C3PO, it is possible to do a lot. Some popular uses of machine learning today include forecasting weather, filtering spam and predicting product demand. Those types of activities are within reach for most with today’s technology.

Just how accessible is machine learning today? To find out, I dedicated try out some popular machine learning applications and cloud services. I did two experiments. One model predicted whether people would be accepted or denied for a loan. (more…)