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  • Python知識分享網 - 專業的Python學習網站 學Python,上Python222
    機器學習導論電子書-英文版,Introduce for machine leaning 4th PDF 下載
    發布于:2024-06-05 10:25:33
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    機器學習導論電子書-英文版,Introduce for machine leaning 4th PDF 下載 圖1

     

     

    資料內容:

    AT THE core of computer programming lies the concept of the
    algorithm. An algorithm is a sequence of instructions that
    should be carried out to transform the input to an output.
    Since computers were first built, we have been able to devise
    algorithms for many tasks, and as a consequence, nowadays
    we use computers for all sorts of purposes. They have become
    an indispensable part of our everyday life, both professionally
    and socially, and digital technology has become the main
    means to store, process, and transmit information.
    For some tasks, however, we do not have an algorithm,
    despite decades of research. Some of these are tasks we as
    human beings can do, and do effortlessly, without even being
    aware of how we do them. We can recognize a person from a
    photograph; we can move in a crowded room without hitting
    objects or people; we can play chess, drive a car, and hold
    conversations in a foreign language.
    In machine learning the idea is to learn to do these types of
    things. Roughly speaking, our approach is to start from a very
    general model with many parameters, and that general model
    can do all sorts of tasks depending on how its parameters are
    set. Learning corresponds to adjusting the values of those
    parameters so that the model matches best with the data it
    sees during training. Based on this training data, the general

     

     

     

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