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Master & Apply Advanced SAS Programming Techniques · LearnSpace
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Master & Apply Advanced SAS Programming Techniques

Курс от EDUCBA
Средний≈ 17.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learners completing this course will be able to design representative samples, construct and manage indexes, merge and transform datasets, apply SQL joins and SAS arrays, perform high-speed lookups using hash objects, create custom formats, modify datasets with transaction logic, and maintain version-controlled generational data. This comprehensive SAS Advanced Programming course equips learners with the practical expertise needed for real-world data engineering, analytics, and automation tasks. Through hands-on demonstrations, detailed examples, and step-by-step workflows, learners will gain confidence in solving complex data manipulation challenges using efficient SAS techniques. The curriculum blends foundational concepts with advanced capabilities such as keyed lookups, multidimensional arrays, hash-based retrieval, custom formatting, and change-tracking strategies—ensuring learners can build scalable, production-ready data processes. What makes this course unique is its modular skill-building structure, video-aligned lesson objectives, and progressive integration of SAS techniques, allowing learners to quickly progress from basic sampling to enterprise-grade dataset management. By the end of the course, participants will be equipped to optimize data workflows, enhance processing performance, and implement reliable, auditable SAS solutions across diverse analytical environments.

Навыки, которые вы освоите

SAS (Software)Data IntegrationData TransformationSampling (Statistics)Data ManipulationChange ControlVersion ControlData GovernanceData ManagementStatistical MethodsStatistical ProgrammingData ProcessingTransaction ProcessingData Mapping

Программа курса

6 модулей · 101 учебных материалов

01Mastering Sampling Techniques in SAS16 материалов

Foundations of Sampling

Introduction to SampleВидеоCreating the Samples ans IndexesВидеоSystematic Known SampleВидеоSystematic Unknown SampleВидео

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EDUCBA

Преподаватель курса

Master & Apply Advanced SAS Programming Techniques
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 17.8 ч

6 модулей

Язык: Английский

Часть программы вашего университета
Foundations of SamplingЗадание

Random Sampling Essentials

Creating Random Sample with ReplacementВидеоCreating Random Sample without ReplacementВидеоMore on Random SampleВидеоRandom Sampling EssentialsЗадание

Practical Sampling Scenarios

Example of systematic SampleВидеоExample of Random SampleВидеоExample of Random Sample ContinuesВидеоPractical Sampling ScenariosЗаданиеChoosing the Right Sampling Method for Real-World SAS ProjectsDIALOGUEGraded - Mastering Sampling Techniques in SASЗаданиеRecommending the Right Sampling Strategy in SASDIALOGUE
02Advanced Indexing & Data Integration13 материалов

Indexing Fundamentals

IndexesВидеоExample of IndexesВидеоManaging Indexes With Proc Data SetВидеоIndexing FundamentalsЗадание

Combining Data Vertically

Combining Data VerticallyВидеоIn File StatementВидеоExample of In File StatementВидеоEnd Equal to Option and Its ExampleВидеоCombining Data VerticallyЗадание

Vertical Data Integration in Action

Demo Of Combining Data VerticallyВидеоDemo Of Combining Data Vertically ContinuesВидеоVertical Data Integration in ActionЗаданиеGraded - Advanced Indexing & Data IntegrationЗадание
03Horizontal Data Management & Arrays13 материалов

Horizontal Data Combination

Combining Data HorizontallyВидеоCombining Data Horizontally ContinuesВидеоExample of Combining Data Using ArrayВидеоHorizontal Data CombinationЗадание

Working with SAS Formats & SQL Joins

User Defined SAS FormatsВидеоAdvantages and Disadvantages of Proc SQL JoinsВидеоWorking with SAS Formats & SQL JoinsЗадание

Multiple SET Statements & Data Merging

Multiple Set StatementВидеоCombining Summary Data and Detail DataВидеоExample of Multiple Set StatementВидеоExample of Multiple Set Statement ContinuesВидеоMultiple SET Statements & Data MergingЗаданиеHorizontal Data Management & ArraysЗадание
04Key-Based Merging & Lookup Techniques15 материалов

Mastering Key= Options

Key Equals OptionВидеоMore on Key Equals OptionВидеоExample of Key Equal OptionВидеоMastering Key= OptionsЗадание

Lookup-Based Data Matching

IORC Variable Data HorizontallyВидеоUpdate Statement in Combining Data HorizontallyВидеоUsing Lookup Tables to Match DataВидеоExample of Using Lookup Tables to Match DataВидеоLookup-Based Data MatchingЗадание

Advanced Lookup Structures

Combining Data Using Multiple Statement ExampleВидеоMultiple Statement for Many to Many Merge ExampleВидеоSummary Data Set ExampleВидеоUsing Index to Combine Data ExampleВидеоAdvanced Lookup StructuresЗаданиеGraded - Key-Based Merging & Lookup TechniquesЗадание
05Hash Objects, Arrays & Formatting Techniques17 материалов

Lookup Arrays & Targeting Techniques

Stored Array Values in Lookup DataВидеоTargets Array Values in Lookup DataВидеоExample of Targets Array ValuesВидеоLookup Tables to Match DataВидеоExample of Lookup Tables to Match DataВидеоLookup Arrays & Targeting TechniquesЗадание

Sorting & Hash Tables

Sorting the Data Set to Match DataВидеоCreate Hash tables in SAS Data SetВидеоCreate Hash tables in SAS Data Set ContinuesВидеоSorting & Hash TablesЗадание

Multidimensional Arrays & Hash Object Formatting

Multidimensional Array Example in SASВидеоC Target Example in SASВидеоC Target Example in SAS ContinuesВидеоCreating Hash Object From SAS DatasetВидеоFormatting Data in SAS ObjectВидеоMultidimensional Arrays & Hash Object FormattingЗадание
06Custom Formats, Dataset Modification & Change Tracking27 материалов

Advanced Formatting Controls

Creating Forma Overlapping Ranges in SASВидеоMangaing Custom Format in Formatting DataВидеоProc Catalog to Manage Format in SASВидеоMore on Proc Catalog to Manage FormatВидеоCreating Formats Form SASВидеоExample of Format DataВидеоExample of Format Data ContinuesВидеоCreating Custom FormatВидеоDisplaying library and Custom FormatВидеоCreating Formats from SAS DatasetВидеоCreating Formats from SAS Dataset ContinuesВидеоAdvanced Formatting ControlsЗадание

Dataset Modification & Updates

Modifying SAS Datasets and Tracking ChangesВидеоModifying All Observation Datasets in a SAS Data SetВидеоModifying Observation Using Transaction Data SetВидеоHandling Duplicate Value in SAS DatasetВидеоExample of Handling Duplicate ValueВидеоMore on Handling Duplicate ValuesВидео

Master Dataset Updates & Generational Data

Modifying By Statement to Update Master DatasetВидеоModifying By Statement to Update Master Dataset ContinuesВидеоUsing Modifying Key Equal to OptionВидеоCreating the Generation DatasetВидеоMaster Dataset Updates & Generational DataЗаданиеGraded - Custom Formats, Dataset Modification & Change TrackingЗадание
Graded - Hash Objects, Arrays & Formatting TechniquesЗадание
More on Handling Duplicate Values ContinuesВидео
Dataset Modification & UpdatesЗадание
Recommending an End-to-End SAS Data Integration & Sampling StrategyDIALOGUE