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    Match List-I with List-II. List – I List - II A. Natural language processing I. A
    Question

    Match the columns.

    Match List-I with List-II.
    List – I
    List - II
    A.
    Natural language processing
    I.
    A method of training algorithm by rewarding desired behaviour and /or punishing undesired one.
    B.
    Reinforcement learning
    II.
    System designed to emulate the decision-making abilities of a human expert.
    C.
    Support vector machine
    III.
    A branch of AI focused on understanding and generating human language. 
    D.
    Expert system
    IV.
    A machine learning technique that finds the hyper plane that best separates different class in a feature space.
    Choose the correct answer from the options given below:

    A.

    A-I, B-II, C-IV, D-III

    B.

    A-III, B-II, C-I, D-IV

    C.

    A-III, B-I, C-IV, D-II

    D.

    A-II, B-IV, C-III, D-I

    Correct option is C


    · Natural Language Processing: Focuses on human language understanding and generation.
    · Reinforcement Learning: Involves training algorithms based on reward/punishment feedback loops.
    · Support Vector Machine: A technique for finding hyperplanes to separate data into classes in feature space.
    · Expert System: Emulates decision-making abilities similar to a human expert.
    Information Booster:
    · NLP: Commonly used in language translation and chatbots.
    · Reinforcement Learning: Often applied in gaming and robotics.
    · SVM: Used in classification tasks, especially for complex datasets.
    · Expert System: Used in medical diagnosis, troubleshooting, and decision support systems.

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