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所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistics-fundamental-learn-about-your-data/
课程评论：没有评论
课程名称：统计基础 - 了解你的数据 概述：本课程专为希望学习统计学的初学者设计，旨在介绍基本概念，并结合实际示例，展示总结和比较数据集的简单、实用的方法。课程为学生将来学习中级统计学主题打下坚实的基础，培养基本的统计思维和分析能力。在整个课程中，学生不仅将学习公式，还能理解其背后的逻辑。课程强调理解这些方法的工作原理、使用时机以及如何清晰地向他人解释发现的结果。 课程内容包括： - 什么是统计学：描述统计与推断统计 - 概率与统计 - 采样方法：随机样本、便利样本和自愿样本 - 通过中心和变量比较数据集 - 理解和计算样本均值、样本方差和样本标准差 - 总体方差与样本方差之间的关系与差异 - 数据的五数概括，了解你的数据 课程设计者是一位在大学中教授统计学课程七年的讲师，拥有丰富的经验，帮助学生掌握复杂概念，并将统计思维应用于现实世界的场景。课程结构经过精心安排，使用通俗易懂的语言，包含大量实际示例，以及清晰简明的解释，帮助学习者轻松理解、记忆并自信地应用所学知识。
This course is designed for beginners interested in learning statistics. It introduces fundamental concepts and incorporates practical examples to present simple, useful methods for summarizing and comparing data sets. The course also prepares students for future intermediate-level statistics topics by building a strong foundation in basic statistical thinking and analysis.Throughout the course, students will not only learn formulas but also understand the logic behind them. Emphasis is placed on understanding why methods work, when to use them, and how to explain findings clearly to others.Topics include:What is statistics: Descriptive statistics and Inferential statisticsProbability vs. statisticsSampling methods: random sample, convenience sample, and voluntary samples...Comparing data sets by center and variabilityUnderstanding and calculating sample mean, sample variance, and sample standard deviationThe relationship and differences between population variance and sample varianceFive number summary of data, learn about your data.The course designer is a university instructor who has been teaching statistics courses for seven years, with extensive experience in helping students grasp complex concepts and apply statistical thinking in real-world scenarios. The course has been carefully structured using plain, accessible language. It includes plenty of practical examples, along with clear and concise explanations, which help the audience easily understand, retain, and apply the material confidently.
