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所在平台: Udemy |
课程主页: https://www.udemy.com/course/sas-for-statistics/
课程评论：没有评论
**课程名称：SAS for Statistics** **课程概述：** 本课程旨在全面细致地介绍统计概念、数据可视化技术及其在SAS中的实现，为市场分析师、商业智能分析师、数据分析师或数据科学家等职业提供必要知识。学完本课程后，学员将清晰理解所学统计概念，并能将其与不同行业的实际应用场景联系起来。通过SAS编程语言实现这些统计概念，学员将掌握行业所需的关键技能，提升数据处理和可视化的能力。 **课程将帮助您理解和学习：** * 使用SAS进行统计分析 * 统计学在数据科学中的应用 * 统计学在决策制定中的应用 * 描述性统计：概念与应用场景 * 集中趋势度量：均值、中位数和众数及其SAS实现 * 离散度量：极差、四分位数、百分位数、方差和标准差及其SAS代码实现 * 探索性数据分析 * 使用SAS进行数据可视化：柱状图、柱状与折线组合图、气泡图和散点图的SAS实现 * 推论统计 * 统计学在不同行业的应用案例 * 概率：随机变量与概率分布 * 抽样：抽样技术与分层抽样及其SAS实现 **教学目标：** 帮助学员掌握必备的统计学知识和SAS编程技能，能够独立运用统计方法和SAS工具进行数据分析和可视化，为数据相关职业生涯打下坚实基础。
This course is intended to give you an overview and detailed walkthrough of the various statistical concepts, data visualization techniques along with its implementation in SAS that are necessary for anyone interested in career of Marketing Analyst, a Business Intelligence Analyst, a Data Analyst, or a Data Scientist.After this course, you will clearly know the statistical concepts discussed and be able to relate and think of real time use cases of those concepts across different industries. Also, with implementation of these statistical concepts in SAS programming language, you will get an edge over the industry required skills to implement and visualize the data.This course will help you to understand and learn:Statistical analysis using SASUse of Statistics In Data ScienceUse of Statistics in Decision MakingDescriptive Statistics - concepts and use casesCentral Tendency - Mean, Median and modeMean, Median and mode - implementation using SASMeasures of Variance - Range, Quartiles, Percentiles, Variance and Standard DeviationRange, Quartiles, Percentiles, Variance and Standard Deviation - Using SAS codeExploratory Data AnalysisData Visualization using SASBar charts, Bar and Line charts, Bubble chart and scatter plot implementation in SASInferential StatisticsStatistics use cases in different industriesProbability - Random Variable and Probability DistributionSampling - Sampling Techniques and Stratified SamplingSampling implementation using SASHope you will get the intended learning out of this course!
