Cluster analysis or clustering is a statistical classification technique or activity that involves grouping a set of objects or data in such a way that those contained in the same group (cluster) will be similar to each other but different from those in the other group. It is required for data mining and exploration, and is commonly used in the bioinformatics industry and other sectors within the scope of machine learning, pattern recognition, image analysis, and analyzing large datasets.
Big data is very large unstructured or structured data and is the most complex to analyze. For this you need advanced big data technology and big data tools that can work with large amounts of unstructured data. The amount of data collected is constantly increasing.
Explainable Artificial Intelligence (XAI) is a field of artificial intelligence that focuses on the ability of artificial intelligence systems, and especially machine learning models, to explain decisions and behaviors in a way that is understandable to humans.
Business analytics is the process of collecting, analyzing business data, and gaining meaningful insights. Its main objective is to support the strategic and operational decision-making processes of companies.
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