نقشه راه Data Engineer Roadmap

Step by step guide to becoming a Data Engineer in 2025

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Git and GitHubBig Data ToolsMongoDBVisit the Data Analyst RoadmapHDFSMetadata-first ArchitectureGoogle Deployment Mgr.TransactionsDistributed File SystemsWhat and why use them?Google Cloud StorageProgramming SkillsEncryptionLearn SQLData MaskingSkills and ResponsibilitiesAzurePrometheusLearn the BasicsHybridGoPrivacySlowly Changing Dimension - SCDA/B TestingMicrosoft Power BICommon ToolsData EngineerAWSUnit TestingHightouchGoogle Cloud GKESegmentHDFS1Cloud SQL (Database)IdempotencyMetadata ManagementWhat is Cluster ComputingAmazon EC2 ( Compute)Data WarehouseCAP TheoremNeptuneData GenerationDynamoDBMySQLData Factory (ETL)ETL ProcessDistributed Systems BasicsData MartJob SchedulingFind the interactive version of thisroadmap and more roadmaps atCircle CINetworking FundamentalsSQL RoadmapRelational DatabasesData QualityCompute Engine (Compute)Data IngestionAPIsData MeshMessaging SystemsWhat is Data Warehouse?Data GenerationMobile AppsMonitoringRedisTestingFunctional TestingData IngestionRabbitMQContainers & OrchestrationAWS EKSCloud ProvidersElasticSearchBatchColumnStreamlitDatabricks Delta LakeData Structures and AlgorithmsData PipelinesKey-ValueApache KafkaLinux BasicsLookerECPADatabase FundamentalsData InteroperabilityTypes of Data IngestionCosmosDBTableuAmazon RDS (Database)PythonDeclarative vs ImperativeAzure Blob StorageCluster Computing BasicsAuthentication vs AuthorizationAI & Data ScientistData and AI RegulationsSentryRELATED ROADMAPS› Data Analyst Roadmap› AI & Data Scientist RoadmapCouchDBkaar2.irLuigiKubernetesAzure SQL DatabaseIndexingPython2Data QualityGitLab CIData GovernanceMessages vs StreamsData Warehousing ArchitecturesSecurityData Pipeline ToolsGoogle BigQueryPostgreSQLInfrastructure as Code - IaCData Engineering vs Data ScienceOther Data ArchitecturesReverse ETLPre-requisitesData StorageHadoop EcosystemCI/CDKubernetesYARNIoTSQLData NormalizationHorizontal vs Vertical ScalingMemcachedData WarehousingCloud ComputingCommon ToolsPython is recommendedETL vs Reverse ETLBigTableJava3Reverse ETL UsecasesEnd-to-End Testing4Choosing the Right TechnologiesGDPRGitHub ActionsAmazon RDS (Database)Integration TestingExtract DataTerraformAlso visit the following related roadmapsStar vs Snowflake SchemaData HubAWS CDKGoogle CloudAmazon RedshiftDockerRealtimeData Engineering LifecycleMariaDBSnowflakeToolsOracleApache Hadoop YARNData LineagePython RoadmapArgoCDApache SparkLoad TestingDatabaseCassandraNew RelicData ServingData ObfuscationReusabilityMachine LearningOnehouseDocumentdbtData Modelling TechniquesLogsBI ToolsPerfectS3 (Storage)EU AI ActNeo4jTransform DataRelational DatabasesMapReduceAWS SNSHBaseAWS SQSMLOpsNoSQL DatabsasesData AnalyticsAsync vs Sync CommunicationApache AirflowUnderstand Different StepsOLTP vs OLAPMLOpsCensusData Engineering LifecycleSnowflakeGraphWhat is Data Engineering?Data ServingData Collection ConsiderationsOpenTofuScalaSmoke TestingCluster Management ToolsIntroductionEnvironmental ManagementStreamingData StorageData FabricData AnalystData LakeLoad DataAzure Virtual MachinesCloud ArchitecturesDataflowMS SQLBest PracticesAurora DBBusiness IntelligenceTokenizationSources of DataServerless OptionsDatadog