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SQL Data Quality, Security, and Governance · LearnSpace
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SQL Data Quality, Security, and Governance

Курс от Coursera
Продвинутый≈ 17.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

You'll develop the critical skills to ensure data reliability, security, and strategic value in modern organizations. Through hands-on SQL projects, you'll implement automated data quality frameworks, apply security controls to protect sensitive information, and create data-driven strategies for infrastructure evolution. You'll build monitoring dashboards, conduct security audits against industry standards, and develop cost-benefit models for strategic decision-making. This comprehensive approach integrates technical data engineering with business strategy, preparing you to drive organizational success through trustworthy, well-governed data systems that meet compliance requirements.

Навыки, которые вы освоите

Data QualityData SecuritySQLStatistical AnalysisData GovernanceCorrelation AnalysisData MigrationSecurity ControlsData ValidationMetadata ManagementData IntegrityRoot Cause AnalysisDashboardDashboard CreationData StrategyCyber Security AssessmentData WarehousingData PipelinesData InfrastructureAuditing

Программа курса

16 модулей · 101 учебных материалов

01Apply Automated Data Quality Tests to Data Models7 материалов
Why Data Quality Automation Prevents Million-Dollar MistakesВидеоEssential Components of Automated Data Quality TestingВидеоImplementing dbt Tests for Production Data ModelsЧтениеBuilding Automated dbt Tests for Customer Data ModelsВидео

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Преподаватель курса

SQL Data Quality, Security, and Governance
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Обучение на Coursera

≈ 17.2 ч

16 модулей

Язык: Английский

Субтитры: Азербайджанский

Часть программы вашего университета
Implementing Production-Ready Data Quality Testing StrategiesDIALOGUE
Implement Comprehensive dbt Test Suite for Sales Data ModelЗадание
Automated Data Quality Testing ValidationЗадание
02 Analyze Validation Failures to Pinpoint Root Cause5 материалов
Why Root Cause Analysis Prevents Recurring Data Quality FailuresDIALOGUESystematic Approaches to Data Quality Failure InvestigationЧтениеData Lineage Analysis for Failure InvestigationВидеоConduct Root Cause Analysis for Production Data Quality FailureЗаданиеRoot Cause Analysis Methodology ValidationЗадание
03Build SQL Validation Frameworks Using Metadata & Table Statistics8 материалов
Why Reusable Validation Frameworks Scale Data Quality Across OrganizationsВидеоMetadata-Driven SQL Validation Framework ArchitectureЧтениеBuilding SQL Validation Templates Using Database MetadataВидеоCreating Automated SQL Validation Framework with Statistical AnalysisВидеоBuild Enterprise SQL Validation Framework with Statistical ThresholdsЗаданиеExtend a SQL Validation Framework with Null Pattern and Accepted Value TemplatesЛабораторнаяSQL Validation Framework Fundamentals Knowledge CheckЗаданиеSQL Validation Framework Mastery AssessmentЗадание
04Foundation - Data Quality Dimension Calculations7 материалов
Why Data Quality Measurement Transforms Data EngineeringDIALOGUE Core Data Quality Dimensions and Mathematical FoundationsВидео Implementing Quality Calculations in SQL and PythonЧтение Advanced Quality Calculation Techniques for Enterprise SystemsВидеоBuilding Quality Calculation Dashboards in SQLВидео Implementing Quality Metrics for E-commerce Product DatabaseЗадание Data Quality Dimension Calculations Knowledge CheckЗадание
05Core Application - Quality KPI Evaluation and Remediation8 материалов
How Quality Monitoring Prevents Business DisastersВидеоDiagnosing a Black Friday Data DisasterDIALOGUE Quality KPI Frameworks for Enterprise Data SystemsЧтение Building Quality KPI Monitoring Systems with Trend AnalysisВидео Advanced Remediation Strategies for Data Quality IssuesЧтение Creating Quality KPI Dashboards with Trend AnalysisВидеоQuality KPI Analysis and Remediation Planning for Financial ServicesЗадание Remediation Strategy Planning ReviewЗадание
06 Integration & Assessment - Automated Error Handling Systems7 материалов
How Automated Error Handling Transforms Data Engineering ExcellenceВидео Automated Error Handling Architecture and SQL Implementation PatternsВидео Advanced SQL Patterns for Self-Healing Data SystemsЧтение Building Complete Automated Error Handling Systems in SQLВидео Automated SQL Error Handling and Recovery SystemЛабораторная Automated Error Handling Implementation Knowledge CheckЗаданиеData Quality and Automated Error Handling Mastery AssessmentЗадание
07Data Masking Implementation6 материалов
Why Data Masking Matters: Protecting Enterprise AssetsВидеоData Masking Fundamentals: Static, Dynamic, and Column-Level Techniques ВидеоColumn-Level Data Masking: Architecture, Policies, and Best PracticesЧтениеImplementing Column-Level Masking Policies in SQL ServerВидеоHands-On Data Masking Implementation for Healthcare DatabaseЗаданиеData Masking Knowledge CheckЗадание
08Audit Log Anomaly Detection7 материалов
Why Audit Log Analysis Saves Organizations: Real Breach Detection StoriesВидеоDatabase Audit Log Analysis: Structure, Patterns, and Anomaly IdentificationЧтениеSQL Techniques for Audit Log Anomaly DetectionВидеоBuilding SQL Queries for Audit Log Anomaly DetectionВидеоAudit Log Triage: Threat or False Positive?DIALOGUEDatabase Audit Log Anomaly DetectionЛабораторнаяAudit Log Analysis Techniques Knowledge CheckЗадание
09Security Controls Evaluation7 материалов
Why Security Controls Evaluation Prevents Organizational FailureВидеоSOC 2 and NIST Framework Fundamentals for Security AssessmentЧтениеSecurity Controls Mapping and Gap Analysis MethodologyВидеоSOC 2 Security Controls Assessment Using Excel TemplatesВидеоSecurity Framework Integration: Enterprise Compliance Strategy PlanningDIALOGUESecurity Controls Evaluation Knowledge CheckЗадание"Comprehensive Security Controls Evaluation and Compliance Assessment "Задание
10Architecture Gap Analysis Foundation5 материалов
Assessing Your Current Architecture LandscapeDIALOGUESystematic Architecture Assessment: The Foundation of Strategic Data EngineeringЧтениеMapping Current State: Architecture Documentation StrategiesВидеоHands-On Gap Analysis: Comparing Current vs Target StatesВидеоArchitecture Gap Analysis Knowledge CheckЗадание
11Cost-Benefit Evaluation Core6 материалов
The Business Case That Changed EverythingВидеоSQL-Derived Financial Modeling: Quantifying Data Engineering ROIЧтениеBuilding ROI Models: From SQL Queries to Executive PresentationsВидеоHands-On Financial Modeling: ROI Calculator DevelopmentВидеоStrategic ROI Modeling and Business Case Development for Data Engineering InitiativesDIALOGUECost-Benefit Modeling Fundamentals Knowledge CheckЗадание
12Strategic Migration Planning Integration6 материалов
The Migration That Transformed a Fortune 500 CompanyВидеоSequencing Legacy Transformation for Maximum Business ImpactЧтениеPodcast: Building Your Strategic Migration RoadmapЧтениеDevelop Your Strategic Migration RoadmapЗаданиеStrategic Migration Planning Knowledge CheckЗаданиеComprehensive Architecture Modernization Business CaseЗадание
13 Build SQL Dashboards for Pipeline Monitoring6 материалов
When Pipeline Failures Cost Millions: The Critical DecisionDIALOGUESQL Dashboard Architecture for Pipeline Performance MonitoringВидеоEssential SQL Patterns for Pipeline Performance DashboardsЧтениеBuilding Your First SQL Pipeline Monitoring DashboardВидеоCreate Production-Ready Pipeline Monitoring DashboardЗаданиеPipeline Monitoring Dashboard Knowledge CheckЗадание
14Evaluate Warehouse Scaling ROI Strategies5 материалов
The $2M Infrastructure Decision: When Scaling Goes WrongDIALOGUEBuilding Executive-Ready ROI Models for Infrastructure ScalingВидеоCreating ROI Analysis Spreadsheets for Warehouse Scaling DecisionsВидеоDevelop Executive ROI Presentation for Warehouse Scaling InitiativeЗаданиеWarehouse Scaling ROI Analysis Knowledge CheckЗадание
15 Apply Correlation Analysis for Data Relationships6 материалов
The Hidden Pattern That Saved Netflix $50M: Correlation Analysis in ActionВидеоCorrelation Analysis Fundamentals for Data Engineering ApplicationsВидеоAdvanced Correlation Techniques for Production Data SystemsЧтениеImplementing Correlation Analysis in SQL for Business IntelligenceВидеоCorrelation Analysis Techniques Knowledge CheckЗаданиеCorrelation Analysis Mastery AssessmentЗадание
16Project: SQL Data Quality, Security, and Governance5 материалов
Why This Project MattersЧтениеProject RequirementsЧтениеGraded Assignment: SQL Data Governance FrameworkЧтениеGraded Quiz: SQL Data Quality, Security, and GovernanceЗаданиеSolution KeyЧтение