Statistics for Data Analysis Using Excel (Accredited)

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课程主页: https://www.udemy.com/course/statistics-using-excel/

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课程名称:使用Excel进行数据分析的统计学(认证课程) 概述:完成本课程的学生可以申请Quality Gurus Inc.的认证考试,并获得经认证的质量认证,费用全免。Quality Gurus Inc.是项目管理协会(PMI®)的授权培训合作伙伴(ATP # 6034),也是人力资源管理协会(SHRM®)的官方再认证伙伴。获得的认证提供14.0个PMI预批准的PDUs和14.0个SHRM PDCs,且无需额外费用。本课程已获得英国CPD集团的认证,您可获得14.0个CPD(认证编号# 1016204)。本课程专为教授描述性和推论统计而设计,通过现实世界的实际案例进行实际操作,消除记忆复杂公式的需求,让学生能够轻松利用Excel进行统计分析。完成课程后,您将能够自信地应用统计方法解决商业问题,并基于真实数据洞察作出基于事实的决策。 课程新特点(2025年更新): - 超过140个测验问题,帮助深入理解。 - 两个真实世界项目,将技能应用于商业场景。 - 新的视频内容,更清晰地解释统计概念。 - 可下载的幻灯片和资源,便于参考。 学习内容: - 描述性和推论统计:掌握基本到高级的统计概念。 - Excel熟练度:使用Excel函数和公式简化统计计算。 - 数据解释:学会从原始数据中分析和提取洞察。 - 数据可视化:创建直方图、箱线图和散点图以可视化表示数据。 - 真实世界决策:使用基于事实的统计分析解决商业问题。 课程结构和涵盖主题: 1. 统计学简介与描述统计 2. 概率及其分布 3. 假设检验与方差分析(ANOVA) 4. 相关性与回归 5. 实际应用与项目 实际项目: - 项目1:谁购买更多化妆品?男性与女性的数据分析。 - 项目2:护士薪资—男女护士的收入比较。 适合想利用数据解决真实世界问题的学习者,已有超过25,000名学生在本课程中掌握了Excel数据分析的技能,并且有许多学生给予了高度评价。 现在就加入我们,提升您的数据分析技能!

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Note: Students who complete this course can apply for the certification exam by Quality Gurus Inc. and achieve the Verified Certification from Quality Gurus Inc. It is optional, and there is no separate fee for it. Quality Gurus Inc. is the Authorized Training Partner (ATP # 6034) of the Project Management Institute (PMI®) and the official Recertification Partner of the Society for Human Resource Management (SHRM®)The verified certification from Quality Gurus Inc. provides you with 14.0 pre-approved PMI PDUs and 14.0 SHRM PDCs at no additional cost to you.This course is accredited by The CPD Group (UK). You are eligible to claim 14.0 CPDs for this course (Accreditation# 1016204)Welcome to "Statistics for Data Analysis Using Microsoft Excel," a fully updated and enhanced course designed to teach you both descriptive and inferential statistics through practical, real-world examples.This course will eliminate the need to memorize complex formulas by showing you how to leverage Microsoft Excel for statistical analysis effortlessly. By the end of this course, you will be able to apply statistical methods confidently to solve business problems and make fact-based decisions with real data insights.What's New in the 2025 Update?140+ Quiz Questions across all sections for deeper understanding.Two Real-World Projects to apply your skills in business scenarios.New Video Content with clearer explanations of statistical concepts.Downloadable Slides & Resources for easy reference.What You'll LearnDescriptive & Inferential Statistics: Understand and apply statistical concepts from basic to advanced levels.Excel Proficiency: Use Excel functions & formulas to simplify statistical calculations.Data Interpretation: Learn to analyze and draw insights from raw data.Data Visualization: Create histograms, box plots, and scatter plots to represent data visually.Real-World Decision-Making: Solve business problems using fact-based statistical analysis.Course Structure & Topics CoveredSection 1: Introduction to Statistics & Descriptive StatisticsFundamentals of Statistics & their importance in business.Excel for Data Analysis: Key functions & tools.Measures of Central Tendency: Mean, median, mode.Measures of Spread: Standard deviation, range, quartiles, interquartile range.Section 2: Probability & DistributionsBasic Probability Concepts: Permutations, combinations, & probability rules.Probability Distributions: Normal, binomial, Poisson, Student's t, Chi-square and F distributions.Section 3: Hypothesis Testing & ANOVAOne-Sample Tests: Z-tests, t-tests, p-tests, variance testsTwo-Sample Tests: Compare groups using statistical testing.Analysis of Variance (ANOVA): Step-by-step procedures.Section 4: Correlation & RegressionUnderstanding Relationships: How variables influence each other.Correlation Analysis: Measure the strength and direction of relationships.Simple Linear Regression: Predict future trends using Excel.Section 5: Practical Applications & ProjectsReal-World Projects: Apply statistical methods to business scenarios.Data Interpretation: Drawing actionable insights from analysis.New for 2025: Two Hands-On Projects in Section 5!Project 1: Who buys more cosmetics? Male vs. Female-What does the data say?Project 2: Nurse Salaries-Do male or female nurses earn more?Your Mission (If You Choose to Accept It):Don't assume females buy more cosmetics than males.Don't assume one gender earns more in nursing.Use data, not assumptions! Let statistics reveal the truth.Start the Updated Course Now & Upgrade Your Data Analysis Skills!Ready to apply statistics to real-world problems? Join 25,000+ students who are mastering data analysis with Excel! What are other students saying about this course?He's better than all my university lecturers, very clear, concise and seamless progression of the evolution of concepts in a systematic way that makes it easy to understand...Bravo!! (5 stars by Ayanda Peter)A well-planned curriculum, fantastic resources for downloads, professionally presented slides, very easy to understand, truly the best course for every financial analyst. (5 stars by Arumugam K Chandrasekar)I am fan of his teachings. it is recommended to every other person who is not confident in Statistics and want to be a pro. (5 stars by Apnatav Bhatia)Its more than my expectations, absolutely wonderful since it start with basics. (5 stars by Boikaego Raditlatla)Great course for learning business statistics or statistics in general. (5 stars by Sudesh Pandey)Brilliant course. Takes the difficult, sometimes even boring Statistics model and breaks them into easy bite size portions. Explains the theory behind it and then the Excel way of doing it. (5 stars by Karthikeyan Stalin)The self study step by step and the excel examples are very great. I can follow the course and practice on my computer alongside. Thank you for putting this whole thing together. Not a very exciting subject to teach so I appreciate being able to put this long course together to make it easy for people like us to utilize and study. (5 stars by Dr Stanley Adjabeng)Continuous Professional Development (CPD) Units:For the ASQ® Recertification Units (RUs), we suggest 1.40 RUs under the Professional Development > Continuing Education category.For PMI®, 14.0 pre-approved PDUs can be provided after completing our optional/free certification exam. The detailed steps for taking Quality Gurus Inc. certification with preapproved PDUs are provided in the courses.What are you waiting for?This course comes with Udemy's 30 days money-back guarantee. If you are not satisfied with the course, get your money back.I hope to see you on the course.

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