What will I be able to do upon completing the Specialization?

The skills you will acquire in the SAS Statistical Business Analyst specialization are useful in a variety of careers, including business analyst, researcher, statistician, or data scientist and prepare you for the SAS Certified Statistical Business Analyst Using SAS®9: Regression and Modeling exam.

Is this course really 100% online? Do I need to attend any classes in person?

This course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.

Can I just enroll in a single course?

Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.

SAS Statistical Business Analyst 专业证书

Distinguish Yourself as a Modeler. You will acquire SAS statistics, modeling, and programming skills including ANOVA, regression, logistic regression, business applications of modeling, and challenges of modeling.

位教师：Marc Huber

16,234 人已注册

包含在 Coursera Plus 中

了解更多

3 门课程系列

获得职业证书，展示您的专业知识

4.7

（185 条评论）

中级等级

推荐体验

4 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

3 门课程系列

获得职业证书，展示您的专业知识

4.7

（185 条评论）

中级等级

推荐体验

4 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Perform ANOVA, Regression, and logistic regression analysis with one or many inputs
Prepare inputs for predictive models
Train, validate, and evaluate statistical models

要了解的详细信息

可分享的证书

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行业认证

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

专业认证 - 3门课程系列

This program is for those who want to enhance their predictive and statistical modeling skills to drive data-informed business outcomes. If modeling data for business outcomes is relevant in your job role or industry, this certificate is a valuable indication of your proficiency.

应用的学习项目

There are numerous hands-on practices integrated throughout the three courses of the program. Data examples are general enough to be applicable to a broad range of subject areas. Specific examples you will see in the courses address agriculture, manufacturing, health care, banking, retail, and nonprofit.

Introduction to Statistical Analysis: Hypothesis Testing

第 1 门课程10小时

您将学到什么

您将获得的技能

类别：Statistical Hypothesis Testing

类别：Correlation Analysis

类别：Regression Analysis

类别：Statistical Modeling

类别：Statistical Inference

类别：Plot (Graphics)

类别：Statistical Methods

类别：Statistical Analysis

类别：Probability & Statistics

类别：Data Analysis

类别：SAS (Software)

Regression Modeling Fundamentals

第 2 门课程11小时

您将学到什么

您将获得的技能

类别：Statistical Modeling

类别：Regression Analysis

类别：SAS (Software)

类别：Statistical Analysis

类别：Statistical Hypothesis Testing

类别：Data Analysis

类别：Predictive Modeling

类别：Probability & Statistics

类别：Statistical Methods

类别：Predictive Analytics

Predictive Modeling with Logistic Regression using SAS

第 3 门课程16小时

您将学到什么

This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. You learn to use logistic regression to model an individual's behavior as a function of known inputs, create effect plots and odds ratio plots, handle missing data values, and tackle multicollinearity in your predictors. You also learn to assess model performance and compare models.