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AWS Certified Data Engineer Associate Exam Prep · LearnSpace
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courseraIT и технологии

AWS Certified Data Engineer Associate Exam Prep

Курс от Neal Davis
Средний≈ 18 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course prepares learners for the AWS Certified Data Engineer – Associate certification while developing practical knowledge of designing and managing data solutions on AWS. Through a combination of essential theory, clear architectural diagrams, and guided hands-on exercises, the course helps learners understand how modern data engineering workflows operate in a cloud environment. The training covers the four key domains of the DEA-C01 exam guide, including data ingestion and transformation, data store management, data operations and support, and data security and governance. Learners will explore how data pipelines are built, how data is stored and processed at scale, and how AWS services are used to support reliable, secure, and efficient data platforms. Throughout the course, real-world scenarios and practical demonstrations reinforce core concepts and help learners gain the confidence required to implement data engineering solutions on AWS.

Навыки, которые вы освоите

Security ControlsExtract, Transform, LoadUser AccountsData WarehousingAmazon S3AWS Identity and Access Management (IAM)Data StoreData Storage TechnologiesData StorageData TransformationData InfrastructureData ArchitectureSystem MonitoringData ProcessingAmazon Web ServicesAmazon RedshiftIdentity and Access ManagementData PipelinesAmazon CloudWatchAmazon DynamoDB

Программа курса

11 модулей · 202 учебных материалов

01Let's Get Started!2 материалов

Let's Get Started!

Welcome and How to Use this CourseВидеоThe DEA-C01 ExamВидео
02AWS Accounts and IAM11 материалов

AWS Accounts and IAM

IntroductionВидеоAWS Account OverviewВидео

Учитесь у экспертов

Neal Davis

Преподаватель курса

Wayde Gilchrist

Преподаватель курса

AWS Certified Data Engineer Associate Exam Prep
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Обучение на Coursera

≈ 18 ч

11 модулей

Язык: Английский

Часть программы вашего университета
[HOL] Create your AWS AccountВидео
[HOL] Configure Account and Create a BudgetВидео
AWS Identity and Access Management (IAM)Видео
[HOL] Create an IAM User and GroupВидео
IAM Authentication and MFAВидео
[HOL] Enable Multi-Factor Authentication (MFA)Видео
Access Control Methods - RBAC & ABACВидео
[HOL] Switching IAM RolesВидео
Learning Check QuizЗадание
03Data Pipelines16 материалов

Data Pipelines

IntroductionВидеоData Pipelines OverviewВидеоThe Three VsВидеоTypes of DataВидеоBatch versus StreamingВидеоOLTP vs OLAPВидеоData FormatsВидеоData ModelingВидеоData WarehousesВидеоData LakesВидеоDesign ConsiderationsВидеоState Management and ReplayabilityВидеоUse CasesВидеоDistributed ComputingВидеоData Pipelines on AWSВидеоLearning Check QuizЗадание
04SQL Primer15 материалов

SQL Primer

IntroductionВидеоUsing SQL with AWSВидео[HOL] Create a SQL EnvironmentВидеоSQL CommandsВидеоSQL Data TypesВидеоData Definition Language (DDL)ВидеоData Query Language (DQL)ВидеоSQL OperatorsВидеоDisplaying ResultsВидеоSQL FunctionsВидеоSQL JoinsВидеоSQL ConstraintsВидеоData Manipulation LanguageВидео[HOL] Query a DatabaseВидеоLearning Check QuizЗадание
05Data Ingestion30 материалов

Data Ingestion

IntroductionВидеоData Ingestion ScenariosВидеоAWS Database Migration ServiceВидеоSchema ConversionВидеоChange Data CaptureВидеоAWS DataSyncВидеоStorage GatewayВидеоAWS Snow FamilyВидеоAWS Transfer FamilyВидеоAWS GlueВидеоAWS Glue Data CatalogВидео[HOL] Create an AWS Glue Data CatalogВидеоAWS Glue CrawlerВидео[HOL] Create an AWS Glue CrawlerВидеоAmazon Kinesis Data StreamsВидео[HOL] Create a Data StreamВидеоConsumer ThroughputВидеоReading Data with LambdaВидеоLambda ConcurrencyВидеоUsing EFS with LambdaВидео[HOL] Create an AWS Lambda Function to Consume a Kinesis Data StreamВидеоAmazon Kinesis Client Library (KCL)ВидеоAmazon MSKВидеоAmazon Data FirehoseВидео[HOL] Configure an Amazon Data Firehose StreamВидеоAmazon DynamoDB StreamsВидеоAmazon AppFlowВидеоConsume Data APIsВидеоData ExchangeВидеоLearning Check QuizЗадание
06Data Transformation18 материалов

Data Transformation

IntroductionВидеоCommon ScenariosВидеоAmazon EMR IntroductionВидеоApache HadoopВидеоHadoop FrameworksВидеоApache SparkВидеоAmazon EMR ArchitectureВидео[HOL] Launch an EMR ClusterВидеоEMR ServerlessВидеоEMR on EKSВидеоAmazon EMR StudioВидео[HOL] Use EMR StudioВидеоContainer Services for Batch ProcessingВидеоAWS BatchВидеоAmazon Managed Service for Apache FlinkВидеоAWS Glue DataBrewВидео[HOL] Create a DataBrew ProjectВидеоLearning Check QuizЗадание
07Data Storage24 материалов

Data Storage

IntroductionВидеоStorage PlatformsВидеоAligning to Access PatternsВидеоCost and Performance ComparisonsВидеоAmazon RDSВидеоAmazon AuroraВидео[HOL] Create Amazon RDS DatabaseВидеоAmazon DynamoDBВидеоDynamoDB Partitions and Primary KeysВидео[HOL] Practice Creating DynamoDB TablesВидеоDynamoDB LSI and GSIВидео[HOL] Create LSI and GSIВидео[HOL] Adding a Time to Live (TTL) to ItemsВидеоS3 for Data LakesВидеоS3 Storage ClassesВидеоS3 Lifecycle PoliciesВидеоS3 Versioning and ReplicationВидео[HOL] Configure Replication and LifecycleВидеоAmazon S3 Performance OptimizationВидеоServer Access LoggingВидеоUsing S3 for Staging DataВидеоS3 Access PointsВидеоOther Database ServicesВидеоLearning Check QuizЗадание
08Data Analytics30 материалов

Data Analytics

IntroductionВидеоAnalytics ServicesВидеоAmazon RedshiftВидео[HOL] Launch a Redshift ClusterВидеоRedshift ServerlessВидеоSchema Design for RedshiftВидеоLoading Data into RedshiftВидео[HOL] Using Redshift COPY commandВидеоUnloading Redshift dataВидео[HOL] Unload data to S3ВидеоColumn CompressionВидеоDistribution StylesВидеоMaintaining TablesВидеоRedshift Federated QueriesВидеоRedshift SpectrumВидеоRedshift Materialized ViewsВидеоTransform Data with Stored ProceduresВидеоWorkload ManagementВидеоZero-ETL IntegrationsВидеоStreaming IngestionВидеоAmazon AthenaВидеоPartitioning DataВидеоCreating ViewsВидео[HOL] Create and Query Tables using AthenaВидеоAWS Lake FormationВидео[HOL] Create a Data LakeВидеоAmazon QuicksightВидео[HOL] Create a QuickSight DashboardВидеоAmazon OpenSearch ВидеоLearning Check QuizЗадание
09Orchestration21 материалов

Orchestration

IntroductionВидеоServerless Services and Event-Driven ArchitectureВидеоAmazon Simple Queue Service (SQS)ВидеоAmazon Simple Notification Service (SNS)ВидеоAWS Step FunctionsВидео[HOL] Create a State Machine for Data AnalyticsВидеоS3 Event NotificationsВидеоAmazon EventBridgeВидео[HOL] Create Event Bus and RuleВидеоAmazon Managed Workflows for Apache AirflowВидео[HOL] Orchestrate EMR Tasks using MWAAВидеоAWS CloudFormationВидео[HOL] Create a Glue Catalog with Partitions using CloudFormationВидеоAWS Serverless Application Model (SAM)Видео[HOL] Run SAM App Using CloudShellВидеоAWS Cloud Development Kit (CDK)ВидеоCI/CD OverviewВидеоAWS CodeCommit and CodePipelineВидео[HOL] Install GitВидео[HOL] Deploy an AWS Glue job with AWS CodePipelineВидеоLearning Check QuizЗадание
10Maintenance and Monitoring11 материалов

Maintenance and Monitoring

IntroductionВидеоAmazon CloudWatch OverviewВидео[HOL] Create a Custom MetricВидео[HOL] Create a CloudWatch AlarmВидео[HOL] Query CloudWatch LogsВидеоDynamoDB Capacity UnitsВидеоDynamoDB Performance and ThrottlingВидеоRDS Performance OptimizationВидеоRDS ProxyВидеоRedshift Performance OptimizationВидеоLearning Check QuizЗадание
11Security and Governance24 материалов

Security and Governance

IntroductionВидеоAWS Key Management Service (KMS)ВидеоDefining VPC CIDR BlocksВидео[HOL] Create a Custom VPCВидеоSecurity Groups and Network ACLsВидео[HOL] Configure Security Groups and NACLsВидеоVPC PeeringВидео[HOL] Configure VPC PeeringВидеоVPC EndpointsВидео[HOL] Create VPC EndpointВидеоAWS Systems Manager Parameter StoreВидеоAWS Secrets ManagerВидео[HOL] Working with SecretsВидеоAWS ConfigВидеоAWS CloudTrailВидео[HOL] Create a CloudTrail TrailВидеоAWS CloudTrail LakeВидео[HOL] Query CloudTrail Lake EventsВидеоAmazon RDS SecurityВидеоAmazon Redshift SecurityВидеоDatabase Audit LoggingВидеоAWS Audit ManagerВидеоAmazon MacieВидеоLearning Check QuizЗадание