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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-science-statistics-for-absolute-beginners/
课程评论：没有评论
课程名称：零基础数据科学统计 课程概述：本课程将带您从统计学基础知识逐步深入到更高层次的统计计算。无论您是刚开始接触数据科学或机器学习，本课程都适合您，尤其是如果您需要理解这些领域中使用的各种统计计算细节。课程将从统计学的整体概念入手，介绍数据的图形表示、集中趋势的度量、离散程度的度量以及变异系数。需要注意的是，课程并不专注于描述性统计，虽然会在必要时讨论一些概念的应用案例。 在本课程中，我将详细讲解您在进入数据科学和机器学习领域所需的统计基础概念。课程将使您熟悉统计计算、数据的图形表示以及如何解读这些图形。完成本课程后，您将能够以不同形式图形化数据，确定给定数据集的集中趋势和离散程度，并能够在处理数据集时选择合适的操作。 如果您是数据科学新手，想要理解在数据科学过程中会接触到的各种公式或计算背后的原理，那么这门课程非常适合您。
This course will take you from basics of Statistics to more high level view of Statistical computations. This course is for you if you are just getting started with Data Science or Machine Learning and you need to understand the nitty-gritty of all the statistical calculations being used in these fields. We will start with the big picture of what Statistics is, graphical representations of Data, the measures of Central Tendency and Measures of Dispersion and lastly the coefficient of variations.Note that this course will not be talking about descriptive statistics though some use cases of the concepts will be discussed where necessary.In this course I will be taking you through all the nitty-gritty and foundational concepts of statistics that you will need to establish a career in data science and machine learning. This course will prepare you with statistical calculations, graphical representations of data and how to make meaning of these graphs.At the end of this course, you will know how to represent data graphically in different forms, how to determine the measures of central tendency and dispersions for a giving set of data and how to know which operation is to be performed when giving some set of data.This is the right course for you if you are new to data science and you want to understand the principles behind different formulas or calculations you will come across in your data science journey.
