Data Analysis Prep 2026 | SQL, Power BI, Excel, Python

Prepare for real-world Data Analyst interviews, technical assessments, certification exams, and analytics roles with this comprehensive practice exam designed to simulate modern Data Analyst job requirements.This exam covers the most in-demand analytical skills used by organizations across technology, finance, healthcare, e-commerce, consulting, and enterprise environments.Exam DomainsSQL Database Analytics (23%)SELECT StatementsFiltering SortingJoinsAggregationsWindow FunctionsCommon Table Expressions (CTEs)Query OptimizationPerformance TuningDatabases Data Warehousing (18%)Relational DatabasesData ModelingData WarehousesStar SchemaSnowflake SchemaFact Dimension TablesData LakesPython Pandas (17%)Data CleaningData TransformationPandas OperationsNumPy FundamentalsExploratory Data Analysis (EDA)Data ManipulationStatistics Analytics (16%)Descriptive StatisticsProbabilityDistributionsHypothesis TestingConfidence IntervalsCorrelation AnalysisA/B TestingBusiness Analytics Communication (14%)KPI AnalysisFunnel AnalysisCustomer RetentionRevenue AnalysisBusiness ReportingStakeholder CommunicationPower BI Excel (7%)Dashboard DevelopmentData VisualizationDAX FundamentalsPower QueryPivot TablesXLOOKUPAdvanced Excel FunctionsETL Data Pipelines (5%)Data ExtractionData TransformationData LoadingPipeline ConceptsData IntegrationData Quality ManagementWhy Take This Practice Exam?Realistic Exam EnvironmentExperience questions designed to mirror actual Data Analyst interviews, hiring assessments, and certification exams.Comprehensive CoverageCover SQL, Power BI, Excel, Python, Statistics, Data Warehousing, ETL Processes, and Business Analytics in one complete preparation package.Detailed Answer ExplanationsLearn the reasoning behind every answer and improve your analytical problem-solving skills.Performance TrackingIdentify strengths and weaknesses across each analytics domain and focus your study efforts effectively.Topic-Based PracticeFocus on specific areas including SQL, Power BI, Statistics, Python, Excel, or Data Warehousing.Full-Length Practice ExamChallenge yourself with a complete exam experience.Review ModeAnalyze incorrect answers and strengthen weak areas.Skills You Will DevelopBy completing this practice exam, you will strengthen your ability to:Analyze business dataWrite complex SQL queriesBuild professional dashboardsInterpret KPIs and business metricsPerform statistical analysisClean and transform datasetsWork with Python and PandasDesign data models and warehousesCommunicate insights effectivelySupport data-driven business decisionsCareer Paths SupportedThis exam is ideal preparation for:Data AnalystJunior Data AnalystBusiness AnalystReporting AnalystBI AnalystProduct AnalystOperations AnalystAnalytics ConsultantJunior Data ScientistCertificate of CompletionUpon successful completion, candidates receive a Certificate of Completion that can be added to:LinkedIn ProfilesProfessional PortfoliosResumesCareer Development RecordsRecommended PrerequisitesA basic understanding of:ExcelDatabasesBusiness ConceptsStatistics FundamentalsNo prior professional experience is required.Who Should Take This Exam?StudentsPreparing for their first Data Analyst role.Career ChangersTransitioning into Data Analytics from other fields.Business ProfessionalsExpanding reporting and analytical capabilities.Data ProfessionalsValidating and strengthening technical skills.Interview CandidatesPreparing for Data Analyst assessments and technical interviews.Build Job-Ready Data Analyst SkillsGain confidence through realistic practice exams, detailed explanations, and comprehensive coverage of the most valuable Data Analyst skills used by employers worldwide.