At the core of data science is the field of Machine, a field focused on the development of learning algorithms. These algorithms are designed to structure data and can be applied to various domain related problems. Combining the fields of mathematics, computing and other sciences Machine Learning provides a framework dedicated to building models of prediction. Methods from Machine Learning are developing to improve our understanding of a range of data sets : limited, large, diverse and fast changing.

While for a relatively young field much real progress has been made, experts acknowledge that there are still large challenges in ensuring Machine Learning meets the expectation of industry challenges. For that reason Realedge, principled in academic thinking, believe the correct approach to applying Machine Learning is based on incremental thoughtful steps. Thoroughly understanding the client and domain is key to providing effective commercial value through data science.