Advanced SAS Programming, Macros & Reporting 专项课程

Advanced SAS Programming and Enterprise Reporting. Build advanced SAS programming, automation, analytics, and professional reporting expertise.

位教师：EDUCBA

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5 门课程系列

深入学习学科知识

初级等级

推荐体验

2 月完成

在 10 小时一周

灵活的计划

自行安排学习进度

5 门课程系列

深入学习学科知识

初级等级

推荐体验

2 月完成

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

Design and optimize advanced SAS programs using PROC SQL, arrays, and hash objects
Automate scalable SAS workflows using robust macro programming techniques
Analyze categorical data and deliver professional, multi-format SAS reports using ODS

您将获得的技能

要了解的详细信息

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授课语言：英语（English）

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专业化 - 5门课程系列

This Specialization provides in-depth training in advanced SAS programming, PROC SQL, macros, categorical data analysis, and enterprise-level reporting using ODS. Learners develop the ability to design scalable data pipelines, automate analytical workflows, and produce high-quality, multi-format reports. The curriculum emphasizes real-world SAS techniques used in analytics, reporting, and data engineering environments.

应用的学习项目

Learners complete hands-on, applied projects that simulate real-world SAS workflows, including dataset integration, macro-driven automation, categorical modeling, and enterprise reporting. Projects require learners to design efficient programs, optimize performance, validate analytical outputs, and deliver polished, production-ready SAS solutions.

Master & Apply Advanced SAS Programming Techniques

第 1 门课程 17小时

您将学到什么

Design samples, merge and transform datasets, and manage complex data workflows using advanced SAS techniques.
Apply SQL joins, SAS arrays, hash objects, and custom formats for efficient, high-performance data processing.
Implement transaction logic and generational data management to build scalable, auditable SAS solutions.

您将获得的技能

类别：SAS (Software)

类别：Data Integration

类别：Data Manipulation

类别：Data Transformation

类别：Data Processing

类别：Sampling (Statistics)

类别：Version Control

类别：File Management

类别：Statistical Methods

类别：Data Structures

类别：Data Governance

类别：Data Management

类别：Statistical Programming

类别：SQL

类别：Transaction Processing

Mastering Categorical Data Analysis with SAS

第 2 门课程 12小时

您将学到什么

Analyze categorical data using frequency tables, associations, and exact tests in SAS.
Build and interpret logistic regression models, including odds ratios and multivariable effects.
Evaluate and validate categorical models using diagnostics, graphics, and predictive assessment techniques.

您将获得的技能

类别：SAS (Software)

类别：Statistical Hypothesis Testing

类别：Logistic Regression

类别：Model Evaluation

类别：Regression Analysis

类别：Statistical Analysis

类别：Exploratory Data Analysis

类别：Descriptive Statistics

类别：Statistical Modeling

类别：Predictive Analytics

类别：Correlation Analysis

类别：Data Analysis

类别：Statistical Methods

类别：Small Data

类别：Advanced Analytics

类别：Probability & Statistics

Mastering SAS Macros: Build, Automate & Optimize Programs

第 3 门课程 13小时

您将学到什么

Create and manage SAS macros using variables, conditional logic, and text manipulation.
Automate data workflows by integrating macros with SQL and SAS Enterprise Guide processes.
Debug and optimize macro-driven programs to build efficient, scalable SAS automation solutions.

您将获得的技能

类别：SAS (Software)

类别：Automation

类别：Debugging

类别：SQL

类别：Data Processing

类别：Stored Procedure

类别：Data Management

类别：Data Manipulation

类别：Statistical Programming

Mastering SAS ODS: Create, Customize & Deliver Reports

第 4 门课程 17小时

您将学到什么

Create and customize professional SAS reports using ODS destinations, templates, and styles.
Build structured tables and multi-format outputs using PROC REPORT, TABULATE, and Tagsets.
Generate, export, and manage polished PDF, RTF, HTML, and Excel reports for business use.

您将获得的技能

类别：SAS (Software)

类别：Report Writing

类别：Microsoft Excel

类别：Statistical Reporting

类别：HTML and CSS

类别：Data Presentation

类别：Data Import/Export

类别：Management Reporting

Mastering PROC SQL in SAS: Analyze, Query & Optimize Data

第 5 门课程 24小时

您将学到什么

Build, query, and analyze SAS datasets using PROC SQL joins, subqueries, and reporting features.
Optimize SQL performance, apply constraints, and troubleshoot real-world PROC SQL scenarios.
Automate and enhance SQL workflows using macro variables and advanced PROC SQL techniques.