Big data and machine learning Definitions

  • C

    concept mining

    Concept mining is the process of searching documents or unstructured text for ideas and topics.

  • F

    fuzzy logic

    Fuzzy logic is an attempt to use more human-like reasoning and better reflect reality through employing"degrees of truth" rather than the usual "true or false" (1 or 0) Boolean logic on which the modern computer is based.

  • I

    IBM Watson supercomputer

    Watson is an IBM supercomputer that combines artificial intelligence (AI) and sophisticated analytical software for optimal performance as a 'question answering' machine.

  • M

    machine learning bias (algorithm bias or AI bias)

    Machine learning bias, also known as algorithm bias or AI bias, is a phenomenon that occurs when an algorithm produces results that are systematically prejudiced due to erroneous assumptions in the machine learning process.

  • P

    predictive modeling

    Predictive modeling is a process that uses data mining and probability to forecast outcomes.

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