Demystifying Machine Learning

Summary:

• An algorithm is a set of instructions.
• A machine learning algorithm takes inputs and outputs from example data, and outputs a model that is as close as possible to the assumed ‘true’ distribution.
• An algorithm’s goal or objective is usually to produce a model that predicts almost the same output as in the given example dataset.
• A one nearest neighbour algorithm is an example machine learning algorithm.