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Apply Advanced PROC SQL Techniques for Data Analysis

本课程是 Apply and Analyze Data Using SAS PROC SQL 专项课程的一部分

位教师：EDUCBA

包含在中

了解更多

5个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

5个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

1 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

Design advanced PROC SQL queries using conditional logic, views, subqueries, and reusable SQL patterns.
Optimize PROC SQL performance through efficient joins, indexing, query tuning, and debugging techniques.
Troubleshoot and maintain complex SQL workflows for scalable, enterprise-grade data analysis in SAS.

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您将学习的工具

要了解的详细信息

可分享的证书

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

积累特定领域的专业知识

本课程是 Apply and Analyze Data Using SAS PROC SQL 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有5个模块

By the end of this course, learners will be able to design advanced PROC SQL queries, apply conditional logic, build reusable views, optimize query performance, and troubleshoot complex SQL workflows within the SAS environment.

This course provides an in-depth, hands-on exploration of advanced PROC SQL concepts, moving beyond basic querying to focus on real-world data manipulation, reporting, automation, and performance optimization. Learners will progressively develop skills in creating derived data, managing character and numeric transformations, implementing CASE logic, enforcing data integrity with constraints and keys, and designing efficient joins and indexes. The course also covers advanced topics such as debugging techniques, query tuning, subqueries, and matrix-style SQL solutions for multi-dimensional analysis. By completing this course, learners gain practical expertise required for data analyst, SAS programmer, and reporting specialist roles, enabling them to write efficient, maintainable, and scalable SQL code. What makes this course unique is its end-to-end PROC SQL focus—combining logic, performance, automation, and troubleshooting—supported by structured modules, practice quizzes, and graded assessments aligned to real enterprise use cases. This course is ideal for learners who want to apply, analyze, and optimize PROC SQL for professional data analysis and reporting workflows.

单元详情

This module introduces core PROC SQL techniques for creating numeric and character data, applying logical conditions, exploring metadata, and generating structured reports, enabling learners to build a strong foundation in SQL-based data manipulation within SAS.

涵盖的内容

9个视频4个作业

9个视频总计72分钟

Creating Numeric Data7分钟
Creating Aliases7分钟
Logical Operator6分钟
Aligning Characters5分钟
Extracting Information from String8分钟
Data with Count Function11分钟
Non Consecutive Values9分钟
PROC SQL Dictionary11分钟
PROC SQL Report Generator10分钟

4个作业总计60分钟

Building and Shaping Data10分钟
Working with Character Data10分钟
Advanced Data Exploration10分钟
Graded-Foundations of Data Creation & Manipulation in PROC SQL30分钟

This module focuses on creating reusable SQL views, managing libraries, formatting query output, and implementing grouping and conditional logic to build professional, readable, and maintainable PROC SQL reports.

涵盖的内容

9个视频4个作业

9个视频总计77分钟

PROC SQL Report Generator Continues8分钟
Defining Views9分钟
Changing Table Via View6分钟
Managing Library References7分钟
Formatting Output in Proc SQL8分钟
Formatting Output Using Scalar Expression7分钟
Sub Setting Group with Having Clause8分钟
Coding Logic in Proc SQL12分钟
Coding Logic in Proc SQL Continues12分钟

4个作业总计60分钟

Advanced Reporting Techniques10分钟
Managing Libraries and Formatting10分钟
Grouping and Conditional Logic10分钟
Graded-Reporting, Views, and Output Control30分钟

This module covers advanced SQL logic, automation through macro variables, data population techniques, and enforcement of data integrity using constraints and relational keys in PROC SQL.

涵盖的内容

9个视频4个作业

9个视频总计76分钟

More on Coding Logic in Proc SQL6分钟
Coding Proc SQL10分钟
Creating Multiple Macro Variable11分钟
Identifying Duplicate Row from Coding3分钟
Creating Populating Data in SQL9分钟
Create Table Using Like Clause9分钟
Adding Data Using Select Query6分钟
Check Constraint in Proc SQL12分钟
Establishing Primary and Foreign Keys10分钟

4个作业总计60分钟

Advanced Logic Implementation10分钟
Data Validation and Deduplication10分钟
Enforcing Data Rules10分钟
Graded-Logic, Automation, and Data Integrity30分钟

This module emphasizes query optimization through indexing strategies, efficient join techniques, and performance analysis to handle complex, multi-table PROC SQL queries effectively.

涵盖的内容

9个视频4个作业

9个视频总计84分钟

Modifying Updating Tables12分钟
Creating Simple and Composite Index12分钟
Coding Complex Queries8分钟
Equi Joins and Reflexive Joins Queries10分钟
Performance Computations in Joins7分钟
Joins in Proc SQL8分钟
Joins in Proc SQL Continues6分钟
Complex Queries in Proc SQL11分钟
Comparing Complex Queries in Proc SQL12分钟

4个作业总计60分钟

Optimizing Data Structures10分钟
Join Fundamentals and Performance10分钟
Advanced Join Strategies10分钟
Graded-Performance, Indexing, and Joins30分钟

This module equips learners with advanced debugging techniques, performance tuning strategies, subquery implementations, and matrix-style SQL solutions for solving complex analytical problems in PROC SQL.