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.

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Jordan Bakerman 另外 +1 位授课教师

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SAS 统计业务分析师专业证书SAS

您将学到的内容有

Perform ANOVA, Regression, and logistic regression analysis with one or many inputs

Prepare inputs for predictive models

Train, validate, and evaluate statistical models

您将获得的技能

Predictive ModellingSAS ProgrammingMultivariate Time Series AnalysisMultivariate AnalysisMultivariate StatisticsSurrogate ModelOversamplingLogistic Regressionregression

关于此专业证书

4,425 次近期查看

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.

可分享的证书

完成后获得证书

100% 在线课程

立即开始，按照自己的计划学习。

灵活的计划

设置并保持灵活的截止日期。

中级

Prior SAS programming knowledge is required, which can be acquired by completing the SAS Programming specialization.

完成课程大约需要 3 个月

建议进度：3 小时/周

英语（English）

字幕：英语（English）, 阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 德语（German）, 俄语（Russian）, 西班牙语（Spanish）

可分享的证书

完成后获得证书

100% 在线课程

立即开始，按照自己的计划学习。

灵活的计划

设置并保持灵活的截止日期。

中级

Prior SAS programming knowledge is required, which can be acquired by completing the SAS Programming specialization.

完成课程大约需要 3 个月

建议进度：3 小时/周

英语（English）

专业证书是什么？

塑造技能，做好工作准备

无论您是想开始新的职业生涯，还是改变目前职业，Coursera 专业证书都能帮您为开始工作做好准备。选择最适合的时间和地点，自行安排学习进度。立即注册，探索新的职业道路，可免费试用 7 天。您可以随时暂停学习或结束订阅。

实践项目

将您的技能应用到实践项目，并丰富您的简历内容，进而向潜在雇主展示您已为开始工作做好准备。您需要成功完成项目以获得证书。

获得职业证书

当完后计划中的所有课程后，您将获得一张证书。您可以将其在专业网络上分享，并获得使用职业支持资源的权限，这能够为您开启职业生涯提供助力。许多招聘合作伙伴认可我们的许多专业证书，并且我们还有许多合作伙伴可以帮助您准备认证考试。您可以在适用的各个专业证书页面上找到更多信息。

此专业证书包含 3 门课程

课程1

课程 1

Introduction to Statistical Analysis: Hypothesis Testing

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This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

课程2

课程 2

Regression Modeling Fundamentals

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课程3

课程 3

Predictive Modeling with Logistic Regression using SAS

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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.

讲师

Jordan Bakerman

Analytical Training Consultant

Education

27,363 个学生

4 门课程

Michael J Patetta

Principal Analytical Training Consultant

Education

1,589 个学生

1 门课程

提供方

SAS

Through innovative software and services, SAS empowers and inspires customers around the world to transform data into intelligence. SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change.

常见问题

退款政策是如何规定的？
如果订阅，您可以获得 7 天免费试听，在此期间，您可以取消课程，无需支付任何罚金。在此之后，我们不会退款，但您可以随时取消订阅。请阅读我们完整的退款政策。
我可以只注册一门课程吗？
可以！点击您感兴趣的课程卡开始注册即可开始学习。注册并完成课程后，您可以获得可共享的证书，或者您也可以旁听该课程免费查看课程资料。如果您订阅的课程是某证书的一部分，系统会自动为您订阅完整的证书。访问您的学生面板，跟踪您的进度。
此课程是 100% 在线学习吗？是否需要现场参加课程？
此课程完全在线学习，无需到教室现场上课。您可以通过网络或移动设备随时随地访问课程视频、阅读材料和作业。
完成专项课程需要多长时间？
3 months at 3 hours per week
What background knowledge is necessary?
Prior SAS programming knowledge is required, which can be acquired by completing the SAS Programmer specialization.
Do I need to take the courses in a specific order?
We recommend taking the courses in this order:
Introduction to Statistical Analysis: Hypothesis Testing and ANOVA
Regression Modeling Fundamentals
Predictive Modeling using Logistic Regression Using SAS
完成专项课程后我会获得大学学分吗？
No
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.

还有其他问题吗？请访问学生帮助中心。