Advanced analytics is a part of data science that uses high-level methods and tools to focus on projecting future trends, events, and behaviors. … Data mining is a key aspect of advanced analytics, providing the raw data that will be used by both big data and predictive analytics.
Big data is a field that treats of ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software.
Machine learning is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence.
Machine learning and deep learning are subfields of AI. … Deep learning uses huge neural networks with many layers of processing units, taking advantage of advances in computing power and improved training techniques to learn complex patterns in large amounts of data.
Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data. Data science encompasses the fields of data mining and big data.