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所在平台: Udemy |
课程主页: https://www.udemy.com/course/intro-to-data-science-with-spss-part-1/
课程评论：没有评论
**课程名称：** 使用SPSS进行数据科学入门 - 第一部分 **课程概述：** 本课程旨在解决传统数据科学课程冗长、易使学习者产生挫败感的问题。课程设计简洁、短小精悍且引人入胜，通过鼓励参与、保持兴趣，激励学员深入学习更高级的知识。这是该系列三部曲中的第一部分。 在本系列课程中，我们将使用SPSS软件，深入探索统计学的基础概念。内容涵盖描述性统计的关键要素、识别不同数据类型和测量尺度，以及异常值检测。每个部分都将从扎实的理论基础讲起，随后是SPSS操作的步骤化指导，最后进行结果的分析与解读。 虽然统计学在心理学、医学和其他科学领域被广泛应用，但在其他许多领域，其应用仍主要局限于学术界。然而，随着理解数据和利用数据做出有影响力决策的需求日益增长，统计学已成为数据分析和数据科学领域的核心。如今，在定量市场研究以及任何需要理解统计概念和解读结果的领域，统计学都至关重要。无论处于哪个领域，基本概念都是相通的。 IBM SPSS 是学习统计学最简单、最用户友好的软件之一。此外，搜索需要SPSS技能的工作机会，会发现大量相关职位，这凸显了其在就业市场上的持续需求。 无论你是需要作为课程的一部分来学习统计学，还是刚开始你的数据分析或数据科学之旅，亦或是出于研究目的需要掌握相关知识，你的学习之旅都将从这里开始。
This course addresses the common challenge of lengthy courses that can be demotivating and hinder learning. Designed to be simple, short, and engaging, it encourages participation, maintains interest, and motivates students to progress to more advanced topics. This is the first of a three-part series.In this series, we will utilize SPSS to thoroughly explore fundamental concepts in statistics. Topics covered include key aspects of descriptive statistics, identifying different data types and measurement scales, and detecting outliers. Each section begins with a comprehensive theoretical foundation, followed by a step-by-step guided procedure in SPSS, concluding with an analysis and interpretation of the output.While statistics is commonly used in psychology, medicine, and other scientific disciplines, it has largely stayed within the realm of academia in other areas. However, the growing need to comprehend data and leverage it for impactful decision-making has brought statistics to the forefront of data analysis and data science. It is now essential in fields such as quantitative market research and indeed any field where understanding statistical concepts and interpreting results is needed. Regardless of the field, the basic concepts are the same.IBM SPSS is one of the simplest and most user-friendly software packages for learning statistics. Additionally, a search for job opportunities that require SPSS skills yields hundreds of results, highlighting its continued demand in the job market.Whether you need to learn statistics as part of your curriculum, are starting your journey in data analysis or data science, or require knowledge for research purposes, your journey begins here.
