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.

4.6

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79 個評分

Jordan Bakerman 另外 +1 位授課教師

4,315 人已註冊

提供方

SAS 统计业务分析师專業證書SAS

您將學到的內容有

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

Prepare inputs for predictive models

Train, validate, and evaluate statistical models

您將獲得的技能

Predictive Modelling
SAS Programming
Multivariate Time Series Analysis
Multivariate Analysis
Multivariate Statistics
Surrogate Model
Oversampling
Logistic Regression
regression

關於此專業證書

3,721 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.

應用的學習項目

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.

可分享的證書

完成後獲得證書

100% 在線課程

立即開始，按照自己的計劃學習。

靈活的計劃

設置並保持靈活的截止日期。

中級

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

完成課程大約需要 3 個月

建議進度：3 小時/週

英語（English）

字幕：英語（English）, 阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 德語（German）, 俄語（Russian）, 西班牙語（Spanish）

可分享的證書

完成後獲得證書

100% 在線課程

立即開始，按照自己的計劃學習。

靈活的計劃

設置並保持靈活的截止日期。

中級

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

完成課程大約需要 3 個月

建議進度：3 小時/週

英語（English）

專業證書是什麼？

塑造技能，做好工作準備

無論您是想開始新的職業生涯，還是改變目前職業，Coursera 專業證書都能幫您為開始工作做好準備。選擇最適合的時間和地點，自行安排學習進度。立即註冊，探索新的職業道路，可免費試用 7 天。您可以隨時暫停學習或結束訂閱。

實踐項目

將您的技能應用到實踐項目，並豐富您的簡歷內容，進而向潛在雇主展示您已為開始工作做好準備。您需要成功完成項目以獲得證書。

獲得職業證書

當完後計劃中的所有課程後，您將獲得一張證書。您可以將其在專業網絡上分享，並獲得使用職業支持資源的權限，這能夠為您開啟職業生涯提供助力。許多招聘合作夥伴認可我們的許多專業證書，並且我們還有許多合作夥伴可以幫助您準備認證考試。您可以在適用的各個專業證書頁面上找到更多信息。

此專業證書包含 3 門課程

課程1

課程 1

Introduction to Statistical Analysis: Hypothesis Testing

4.6

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65 個評分

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16 條評論

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.

課程2

課程 2

Regression Modeling Fundamentals

4.8

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28 個評分

•

5 條評論

課程3

課程 3

Predictive Modeling with Logistic Regression using SAS

4.6

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31 個評分

•

8 條評論

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.

授課教師

Jordan Bakerman

Analytical Training Consultant

Education

33,033 個學生

4 門課程

Michael J Patetta

Principal Analytical Training Consultant

Education

2,048 個學生

1 門課程

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.

常見問題

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.

還有其他問題嗎？請訪問學生幫助中心。