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所在平台: Udemy |
课程主页: https://www.udemy.com/course/statistics-probability-essentials-training/
课程评论：没有评论
课程名称：商业与数据科学的统计基础培训 课程概述：在我的生活中，无论是职业还是个人，掌握数字的能力可以帮助我提升业务表现和理解。我是一名在全球最大的石油和天然气服务公司工作的运营管理专业人士，拥有丰富的精益六西格玛和维护与可靠性方面的实践经验。让我们一起建立坚实的统计基础，学习商业中必需的实用技能。 课程结构： 1. **Excel设置**：学习Excel的基本数学函数，安装数据分析工具包，制作基本图表。 2. **统计概述**：统计的简要介绍，包括数据的收集与分析，研究设计。 3. **概率**：如何计算概率、组合、变体与排列。 4. **描述性统计**：集中趋势测量，包括均值、中位数、众数、加权均值。 5. **离散测量**：范围、标准差、Z分数、置信区间、T分数。 6. **假设检验**：如何进行假设检验，包括显著性水平和P值。 7. **回归分析**：简单线性回归，以及如何在Excel中进行回归分析，相关系数。 8. **图表和图形**：饼图、条形图、直方图。 每个部分包括： - **视频**：讲解统计与概率，从基础开始，使用黑板、图表和Excel辅助理解。 - **笔记**：每节课的重点内容汇总，便于复习。 - **测验**：每个部分都有知识测试，合格后可继续学习，不合格可在问答区提问或复习材料。 额外内容： - 终身访问统计基础培训 - 可下载的Udemy完成证书 - 30天退款保证 我们将共同努力，建立坚实的统计基础，支持你通过考试，成为精益六西格玛专业人士或数据科学家。课程将涵盖理论知识，并提供练习测验和问题，巩固你的学习。 欢迎您加入我们！- Nikola
In every aspect of my life, whether professional or personal - having a better understanding of numbers allows me to improve my performance and understanding of business.I am an Operations Management Professional in the largest Oil and Gas service company with extensive hand-on experience from Lean Six Sigma and Maintenance & Reliability. LET'S BUILD SOUND STATISTICS FOUNDATION TOGETHER - PRACTICAL THINGS THAT YOU NEED IN BUSINESSI have tailored the course to reflect the business needs I had in the past and teach you new skill. Statistics Essentials Training course is divided in following sectionsSETTING UP EXCEL - we go though basic math functions in Excel and install the Excel's Analysis Toolpack, How to make basic graphs and charts in ExcelSTATISTICS OVERVIEW - brief overview of statistics, collecting & analyzing data, designing studies PROBABILITY - How to calculate probability, combinations, variations, permutationsDESCRIPTIVE STATISTICS - Central tendency measurements, means, median, mode, weighted mean. MEASURES OF SPREAD - Range, Standard deviation, Z-Score, Confidence interval, Z-score, T-Score HYPOTHESIS TEST - How to do it, Significance levels, P-values REGRESSION ANALYSIS - Simple linear, how to do regression analysis in Excel, Correlation CoefficientCHARTS AND GRAPHS - Pie chart, Bar Graphs, Histograms INSIDE EACH SECTION, STUDENTS WILL GET:Videos: You will see me explain statistics and probability from the beginning. I will be using blackboard, graphs and Excel to help you understand the topics.Notes: The notes section of each lesson is where you find the most important things to remember. All the things you need in one place. Quizzes: Each section is accompanied by a knowledge test. If you pass - move on. If you don't - ask questions in Q & A section and review materials. YOU'LL ALSO GET:Lifetime access to Statistics Essentials TrainingUdemy Certificate of Completion available for download30-day money back guaranteeTogether we will work towards creating a sound statistics foundation on which you can build on. Weather you want to pass an exam, become lean six sigma professional or if you are planning to become a data scientist.We will cover theory and you will have practice quizzes and questions along the way to reinforce your knowledge.My goal is to help you learn new skills, so feel free to ask me any question and I will make sure to follow up.Welcome!- Nikola
