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Apply Data Analytics Using SPSS Modeler Workflows · LearnSpace
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Apply Data Analytics Using SPSS Modeler Workflows

Курс от EDUCBA
Начальный≈ 16.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learners will be able to design end-to-end analytical workflows, prepare and transform data, apply statistical and machine learning models, interpret results, and communicate actionable insights using SPSS Modeler. By the end of this course, learners will confidently build, execute, validate, and optimize analytical streams aligned with real-world business problems. This course provides a structured, hands-on pathway to mastering SPSS Modeler, starting from foundational concepts such as workflows, node palettes, and security practices, and progressing to advanced topics including segmentation, neural networks, stream architecture, and output validation. Learners gain practical experience working with domain-specific datasets, interpreting statistical outputs, and exporting results for reporting and decision-making. What makes this course unique is its strong emphasis on visual, stream-based analytics, real-world use cases, and complete lifecycle coverage—from data ingestion to final insight delivery. The course balances conceptual clarity with practical execution, enabling learners to not only understand how models work, but also when and why to apply them. This course is ideal for aspiring data analysts, business analysts, and professionals seeking to apply structured, scalable analytics using SPSS Modeler in real-world scenarios.

Навыки, которые вы освоите

Data AnalysisDashboardData PresentationData PreprocessingAnalyticsStatistical ModelingData ProcessingData CleansingData VisualizationData ManipulationData WranglingBusiness AnalyticsAdvanced AnalyticsData StorytellingSPSS (Software)Statistical AnalysisStatistical Machine LearningData TransformationPredictive AnalyticsDashboard Creation

Программа курса

7 модулей · 90 учебных материалов

01Getting Started with SPSS Modeler Foundations14 материалов

SPSS Modeler Overview and Workflow

Introduction Significance and User Training OverviewВидеоIntroduction Significance and User Training WorkflowВидеоSPSS Modeler Overview and WorkflowЗадание

Security and Modeling Basics

Encode Password Tool ConceptsВидео

Учитесь у экспертов

EDUCBA

Преподаватель курса

Apply Data Analytics Using SPSS Modeler Workflows
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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 16.4 ч

7 модулей

Язык: Английский

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

Часть программы вашего университета
Encode Password Tool ImplementationВидео
Security and Modeling BasicsЗадание

Core Modeling and Node Fundamentals

Modeling Nodes FundamentalsВидеоNode Statistics AnalysisВидеоNode Palettes OverviewВидеоNode Palettes UsageВидеоCore Modeling and Node FundamentalsЗаданиеDesigning Secure and Effective SPSS Modeler WorkflowsDIALOGUEGraded-Getting Started with SPSS Modeler FoundationsЗаданиеEstablishing a Secure SPSS Modeler Workflow for a New AnalysisDIALOGUE
02Data Understanding and Statistical Exploration12 материалов

Banking Data Introduction and Preparation

Banking Data OverviewВидеоBanking Data ProcessingВидеоBanking Data Introduction and PreparationЗадание

High Price Analysis Techniques

High Price Analysis OverviewВидеоHigh Price Analysis InsightsВидеоHigh Price Analysis TechniquesЗадание

Data Sources and Statistical Files

Source Nodes and Data ImportВидеоGraph Boards ExplanationВидеоStatistical File OverviewВидеоStatistical File InterpretationВидеоData Sources and Statistical FilesЗаданиеGraded-Data Understanding and Statistical ExplorationЗадание
03Output Analysis and Segmentation Modeling12 материалов

Output and Segmentation Foundations

Quarterly Output AnalysisВидеоAssociation and Segmentation Modeling NodesВидеоOutput and Segmentation FoundationsЗадание

Exporting and Mean Output Interpretation

Export Functionality OverviewВидеоMean Output Types OverviewВидеоMean Output Types ExamplesВидеоExporting and Mean Output InterpretationЗадание

Advanced Modeling and Data Export

Pistachio Data Excel Export NodeВидеоHierarchical Density Based Scan ModelВидеоStreams Architecture OverviewВидеоAdvanced Modeling and Data ExportЗаданиеGraded-Output Analysis and Segmentation ModelingЗадание
04Stream Architecture and Execution13 материалов

Stream Structure and Recovery

Streams Execution FlowВидеоAuto Recovery FeaturesВидеоStream Description FundamentalsВидеоStream Structure and RecoveryЗадание

Practical Stream Execution

Running Streams PracticallyВидеоWorking with Data BasicsВидеоWorking with Data TransformationsВидеоPractical Stream ExecutionЗадание

Advanced Data Operations and Modeling

Working with Data Advanced OperationsВидеоHousing Price Index Analysis OverviewВидеоHousing Price Index Data ModelingВидеоAdvanced Data Operations and ModelingЗаданиеGraded-Stream Architecture and ExecutionЗадание
05Visualization, Dashboards, and Configuration12 материалов

Interpreting Analytical Results

Housing Price Index Result InterpretationВидеоDashboard Chart DesignВидеоOutput Management and VisualizationВидеоInterpreting Analytical ResultsЗадание

Stream Execution and Analysis Scenarios

Executing the Current StreamВидеоLocation Price Date AnalysisВидеоDefault Settings ConfigurationВидеоStream Execution and Analysis ScenariosЗадание

Best Practices and Modeling Overview

Default Settings Best PracticesВидеоModeling Nodes OverviewВидеоUntitledЗаданиеGraded-Visualization, Dashboards, and ConfigurationЗадание
06Advanced Modeling and Neural Networks12 материалов

Advanced Modeling Outputs

Modeling Nodes Use CasesВидеоAdvanced Statistical Model OutputВидеоAdvanced Statistical Model InterpretationВидеоAdvanced Modeling OutputsЗадание

Neural Network Fundamentals

Neural Network ConceptsВидеоNeural Network ApplicationsВидеоNeural Network FundamentalsЗадание

Stream Relationships and Reporting

Status Analysis ReportВидеоStreams and Nodes RelationshipsВидеоStreams and Nodes Execution FlowВидеоStream Relationships and ReportingЗаданиеGraded-Advanced Modeling and Neural NetworksЗадание
07End-to-End Stream Design and Final Outputs15 материалов

Banking Indicators and Process Nodes

Bank Indicator and Sort Node OverviewВидеоBank Indicator and Sort Node ImplementationВидеоProcess Nodes OverviewВидеоBanking Indicators and Process NodesЗадание

Stream Building and Advanced Design

Building a Stream FundamentalsВидеоBuilding a Stream Hands OnВидеоAdvanced Stream DesignВидеоStream Building and Advanced DesignЗадание

Execution, Validation, and Final Results

Advanced Stream ExecutionВидеоOutput Running BasicsВидеоOutput Running ValidationВидеоOutput Running Final ResultsВидеоExecution, Validation, and Final ResultsЗаданиеGraded-End-to-End Stream Design and Final OutputsЗадание
Delivering a Complete SPSS Modeler Stream for Banking InsightsDIALOGUE