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所在平台: Udemy |
课程主页: https://www.udemy.com/course/probability-and-statistics-masterclass-making-math-fun/
课程评论：没有评论
**Coursera 课程总结：概率与统计大师课 - 让数学变得有趣** 本课程旨在以有趣且易于理解的方式教授概率与统计学。内容涵盖超过100个课时，包括20多小时的高质量视频和文本讲解，从概率、统计学、排列组合等基础知识到更高级的概念。 **课程主要内容板块：** * **数据类型：** 随机变量、离散、连续、分类、数值、名义、顺序、定性与定量数据类型。 * **数据可视化：** 条形图、饼图、直方图、箱线图等。 * **数据分析：** 均值、中位数、众数、四分位距（IQR）及箱线图。 * **数据分布：** 标准差、方差、变异系数、协方差、正态分布及Z分数。 * **不同类型的分布：** 均匀分布、对数正态分布、帕累托分布、正态分布、二项分布、伯努利分布。 * **卡方分布与拟合优度检验。** * **中心极限定理。** * **假设检验：** 推断统计、显著性水平、检验统计量和P值。 * **概率：** 并集与交集、独立与相关事件、贝叶斯定理、全概率公式。 * **排列与组合：** 包含示例。 * **期望值。** **课程特色：** * 从基础讲起，深入理解每个概念的直觉。 * 结合大量真实生活示例的视频讲解，帮助消化概念。 * 提供详细的例题解析，展示问题解答的不同方法。 * 概念之间逻辑连贯，循序渐进。 **您将获得：** * 课程的终身访问权限。 * 问答区的友好支持。 * 可下载的Udemy结业证书。 * 30天退款保证。 本课程致力于提供一个有趣且轻松的学习体验，帮助您掌握概率与统计学的核心知识。
PROBABILITY & STATISTICS MASTERCLASS IS SET UP TO MAKE LEARNING FUN AND EASYThis 100+ lesson course includes 20+ hours of high-quality video and text explanations of everything from Probability, Statistics, Permutation and Combination. Topic is organized into the following sections:Data Type - Random variable, discrete, continuous, categorical, numerical, nominal, ordinal, qualitative and quantitative data typesVisualizing data, including bar graphs, pie charts, histograms, and box plotsAnalyzing data, including mean, median, and mode, IQR and box-and-whisker plotsData distributions, including standard deviation, variance, coefficient of variation, Covariance and Normal distributions and z-scoresDifferent types of distributions - Uniform, Log Normal, Pareto, Normal, Binomial, BernoulliChi Square distribution and Goodness of FitCentral Limit TheoremHypothesis TestingProbability, including union vs. intersection and independent and dependent events and Bayes' theorem, Total Law of ProbabilityHypothesis testing, including inferential statistics, significance levels, test statistics, and p-valuesPermutation with examplesCombination with examplesExpected Value.AND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:We will start with basics and understand the intuition behind each topicVideo lecture explaining the concept with many real life examples so that the concept is drilled inWalkthrough of worked out examples to see different ways of asking question and solving themLogically connected concepts which slowly builds up Enroll today! Can't wait to see you guys on the other side and go through this carefully crafted course which will be fun and easy.YOU'LL ALSO GET:Lifetime access to the courseFriendly support in the Q & A sectionUdemy Certificate of Completion available for download30-day money back guarantee
