Dit rapport van de European Banking Authority geeft een brede schets van de mogelijkheden en eisen aan het gebruik van Big Data (BD) en Advanced Analytics (AA).
The report focuses on BD&AA techniques and tools, such as machine learning (ML) (a subset of Artificial Intelligence (AI)), that go beyond traditional business intelligence to gain deeper insights, make predictions or generate recommendations using various types of data from various sources. ML is certainly one of the most prominent AI technologies at the moment, often used in advanced analytics due to its ability to deliver enhanced predictive capabilities.
This report identifies four key pillars for the development, implementation and adoption of BD&AA, which interact with each other and are thus not mutually exclusive. These pillars require review by institutions to ensure they can support the roll-out of advanced analytics.