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Apply Advanced PROC SQL Techniques for Data Analysis · LearnSpace
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Apply Advanced PROC SQL Techniques for Data Analysis

Курс от EDUCBA
Начальный≈ 13.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

SQLPerformance TuningRelational DatabasesSAS (Software)Data IntegrityDebuggingData TransformationData ManipulationQuery LanguagesDatabase ManagementAd Hoc Reporting

Программа курса

5 модулей · 69 учебных материалов

01Foundations of Data Creation & Manipulation in PROC SQL15 материалов

Building and Shaping Data

Creating Numeric DataВидеоCreating AliasesВидеоLogical OperatorВидеоBuilding and Shaping DataЗадание

Working with Character Data

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EDUCBA

Преподаватель курса

Apply Advanced PROC SQL Techniques for Data Analysis
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Обучение на Coursera

≈ 13.3 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Aligning CharactersВидео
Extracting Information from StringВидео
Data with Count FunctionВидео
Working with Character DataЗадание

Advanced Data Exploration

Non Consecutive ValuesВидеоPROC SQL DictionaryВидеоPROC SQL Report GeneratorВидеоAdvanced Data ExplorationЗаданиеDesigning and Exploring Data with PROC SQL FundamentalsDIALOGUEGraded-Foundations of Data Creation & Manipulation in PROC SQLЗаданиеApplying PROC SQL Fundamentals to Prepare a Reporting DatasetDIALOGUE
02Reporting, Views, and Output Control13 материалов

Advanced Reporting Techniques

PROC SQL Report Generator ContinuesВидеоDefining ViewsВидеоChanging Table Via ViewВидеоAdvanced Reporting TechniquesЗадание

Managing Libraries and Formatting

Managing Library ReferencesВидеоFormatting Output in Proc SQLВидеоFormatting Output Using Scalar ExpressionВидеоManaging Libraries and FormattingЗадание

Grouping and Conditional Logic

Sub Setting Group with Having ClauseВидеоCoding Logic in Proc SQLВидеоCoding Logic in Proc SQL ContinuesВидеоGrouping and Conditional LogicЗаданиеGraded-Reporting, Views, and Output ControlЗадание
03Logic, Automation, and Data Integrity13 материалов

Advanced Logic Implementation

More on Coding Logic in Proc SQLВидеоCoding Proc SQLВидеоCreating Multiple Macro VariableВидеоAdvanced Logic ImplementationЗадание

Data Validation and Deduplication

Identifying Duplicate Row from CodingВидеоCreating Populating Data in SQLВидеоCreate Table Using Like ClauseВидеоData Validation and DeduplicationЗадание

Enforcing Data Rules

Adding Data Using Select QueryВидеоCheck Constraint in Proc SQLВидеоEstablishing Primary and Foreign KeysВидеоEnforcing Data RulesЗаданиеGraded-Logic, Automation, and Data IntegrityЗадание
04Performance, Indexing, and Joins13 материалов

Optimizing Data Structures

Modifying Updating TablesВидеоCreating Simple and Composite IndexВидеоCoding Complex QueriesВидеоOptimizing Data StructuresЗадание

Join Fundamentals and Performance

Equi Joins and Reflexive Joins QueriesВидеоPerformance Computations in JoinsВидеоJoins in Proc SQLВидеоJoin Fundamentals and PerformanceЗадание

Advanced Join Strategies

Joins in Proc SQL ContinuesВидеоComplex Queries in Proc SQLВидеоComparing Complex Queries in Proc SQLВидеоAdvanced Join StrategiesЗаданиеGraded-Performance, Indexing, and JoinsЗадание
05Optimization, Debugging, and Advanced SQL Patterns15 материалов

Advanced Views and Debugging

Complex View in Proc SQLВидеоComplex View in Proc SQL ContinuesВидеоTrouble Shooting and Debugging TechniquesВидеоAdvanced Views and DebuggingЗадание

Debugging Tools and Code Tuning

Using INOBS and Loops Option in Trouble ShootingВидеоPrompt and Reset Statement in Trouble ShootingВидеоTuning Codes in PROC SQLВидеоDebugging Tools and Code TuningЗадание

Subqueries and Matrix Logic (Advanced)

Tuning Codes in PROC SQL ContinuesВидеоSubqueries in PROC SQLВидеоMore on Subqueries in PROC SQLВидеоMatrix Solution in PROC SQLВидеоSubqueries and Matrix Logic (Advanced)ЗаданиеGraded-Optimization, Debugging, and Advanced SQL PatternsЗадание
Designing, Optimizing, and Validating Enterprise PROC SQL SolutionsDIALOGUE