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

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5个模块

深入了解一个主题并学习基础知识。

初级等级

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1 周完成

在 10 小时一周

灵活的计划

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

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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.

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 Data 7分钟
Creating Aliases 7分钟
Logical Operator 6分钟
Aligning Characters 5分钟
Extracting Information from String 8分钟
Data with Count Function 11分钟
Non Consecutive Values 9分钟
PROC SQL Dictionary 11分钟
PROC SQL Report Generator 10分钟

4个作业总计60分钟

Building and Shaping Data 10分钟
Working with Character Data 10分钟
Advanced Data Exploration 10分钟
Graded-Foundations of Data Creation & Manipulation in PROC SQL 30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 Continues 8分钟
Defining Views 9分钟
Changing Table Via View 6分钟
Managing Library References 7分钟
Formatting Output in Proc SQL 8分钟
Formatting Output Using Scalar Expression 7分钟
Sub Setting Group with Having Clause 8分钟
Coding Logic in Proc SQL 12分钟
Coding Logic in Proc SQL Continues 12分钟

4个作业总计60分钟

Advanced Reporting Techniques 10分钟
Managing Libraries and Formatting 10分钟
Grouping and Conditional Logic 10分钟
Graded-Reporting, Views, and Output Control 30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 SQL 6分钟
Coding Proc SQL 10分钟
Creating Multiple Macro Variable 11分钟
Identifying Duplicate Row from Coding 3分钟
Creating Populating Data in SQL 9分钟
Create Table Using Like Clause 9分钟
Adding Data Using Select Query 6分钟
Check Constraint in Proc SQL 12分钟
Establishing Primary and Foreign Keys 10分钟

4个作业总计60分钟

Advanced Logic Implementation 10分钟
Data Validation and Deduplication 10分钟
Enforcing Data Rules 10分钟
Graded-Logic, Automation, and Data Integrity 30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 Tables 12分钟
Creating Simple and Composite Index 12分钟
Coding Complex Queries 8分钟
Equi Joins and Reflexive Joins Queries 10分钟
Performance Computations in Joins 7分钟
Joins in Proc SQL 8分钟
Joins in Proc SQL Continues 6分钟
Complex Queries in Proc SQL 11分钟
Comparing Complex Queries in Proc SQL 12分钟

4个作业总计60分钟

Optimizing Data Structures 10分钟
Join Fundamentals and Performance 10分钟
Advanced Join Strategies 10分钟
Graded-Performance, Indexing, and Joins 30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.

涵盖的内容

10个视频4个作业

10个视频总计97分钟

Complex View in Proc SQL 11分钟
Complex View in Proc SQL Continues 10分钟
Trouble Shooting and Debugging Techniques 12分钟
Using INOBS and Loops Option in Trouble Shooting 10分钟
Prompt and Reset Statement in Trouble Shooting 10分钟
Tuning Codes in PROC SQL 12分钟
Tuning Codes in PROC SQL Continues 3分钟
Subqueries in PROC SQL 9分钟
More on Subqueries in PROC SQL 9分钟
Matrix Solution in PROC SQL 11分钟

4个作业总计60分钟

Advanced Views and Debugging 10分钟
Debugging Tools and Code Tuning 10分钟
Subqueries and Matrix Logic (Advanced) 10分钟
Graded-Optimization, Debugging, and Advanced SQL Patterns 30分钟

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位教师

EDUCBA

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