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    洪流细节 "Essential Math for Data Science - (BookRAR)"

    Essential Math for Data Science - (BookRAR)

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    上次检查: 29-01-2022 06:46:03

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    name:Essential Math for Data Science - (BookRAR)
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    Description

    To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of the math you’ll need in data science, including probability, statistics, hypothesis testing, linear algebra, machine learning, and calculus.

    Practical examples with Python code will help you see how the math applies to the work you’ll be doing, providing a clear understanding of how concepts work under the hood while connecting them to applications like machine learning. You’ll get a solid foundation in the math essential for data science, but more importantly, you’ll be able to use it to:

       Recognize the nuances and pitfalls of probability math
       Master statistics and hypothesis testing (and avoid common pitfalls)
       Discover practical applications of probability, statistics, calculus, and machine learning
       Intuitively understand linear algebra as a transformation of space, not just grids of numbers being multiplied and added
       Perform calculus derivatives and integrals completely from scratch in Python
       Apply what you’ve learned to machine learning, including linear regression, logistic regression, and neural networks

    Book Details

       Language: English
       Published: 2022
       ISBN: 9781098102869
       Format: PDF, EPUB
    YouTube 视频:
    类别:Books
    语言:English  English
    总大小:14.95 MB
    哈希信息:855655663734C63070CB78A4309E26F816D9BDC2
    增加:bookrar Verified UploaderBook Worm
    加入的日期:2022-01-29 14:46:01
    洪流地位:Torrent Verified


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