# AWS Certified Data Engineer - Associate

## Topics from Official Practice Question Set: AWS Certified Data Engineer - Associate (DEA-C01 - English)

### General Topics
- [Data filters in Lake Formation](https://docs.aws.amazon.com/lake-formation/latest/dg/data-filters-about.html)
- [Materialized views in Amazon Redshift](https://docs.aws.amazon.com/redshift/latest/dg/materialized-view-overview.html)
- [Amazon Redshift database encryption](https://docs.aws.amazon.com/redshift/latest/mgmt/working-with-db-encryption.html)
- [Temporary security credentials in IAM](https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp.html)
- [IAM database authentication for MariaDB, MySQL, and PostgreSQL](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/UsingWithRDS.IAMDBAuth.html)
- [Rotate AWS Secrets Manager secrets](https://docs.aws.amazon.com/secretsmanager/latest/userguide/rotating-secrets.html)
- [AWS Systems Manager Parameter Store](https://docs.aws.amazon.com/systems-manager/latest/userguide/systems-manager-parameter-store.html)
- [Specifying server-side encryption with AWS KMS (SSE-KMS)](https://docs.aws.amazon.com/AmazonS3/latest/userguide/specifying-kms-encryption.html)
- [Encrypting Amazon RDS resources](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/Overview.Encryption.html)
- [What is MemoryDB for Redis?](https://docs.aws.amazon.com/memorydb/latest/devguide/what-is-memorydb-for-redis.html)
- [In-memory acceleration with DynamoDB Accelerator (DAX)](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/DAX.html)
- [Amazon EC2 instance root device volume](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/RootDeviceStorage.html)
- [Using EventBridge with S3](https://docs.aws.amazon.com/AmazonS3/latest/userguide/EventBridge.html)
- [Creating Amazon EventBridge rules that react to events](https://docs.aws.amazon.com/eventbridge/latest/userguide/eb-create-rule.html)
- [Tutorial: Transfer data between applications with Amazon AppFlow](https://docs.aws.amazon.com/appflow/latest/userguide/flow-tutorial.html)
- [Transitioning objects using Amazon S3 Lifecycle](https://docs.aws.amazon.com/AmazonS3/latest/userguide/lifecycle-transition-general-considerations.html)
- [Using Athena SQL](https://docs.aws.amazon.com/athena/latest/ug/using-athena-sql.html)
- [Retrieving S3 Glacier Archives Using AWS Console](https://docs.aws.amazon.com/amazonglacier/latest/dev/downloading-an-archive-two-steps.html)
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- [Amazon Macie Findings](https://docs.aws.amazon.com/macie/latest/APIReference/findings-describe.html)
- [Amazon Macie integration with Amazon EventBridge](https://docs.aws.amazon.com/macie/latest/user/findings-monitor-events-eventbridge.html)

### Lambda
- [Using AWS Lambda with Amazon Kinesis](https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html)
- [Configuring file system access for Lambda functions](https://docs.aws.amazon.com/lambda/latest/dg/configuration-filesystem.html)
- [Configuring reserved concurrency](https://docs.aws.amazon.com/lambda/latest/dg/configuration-concurrency.html)
- [Configuring provisioned concurrency](https://docs.aws.amazon.com/lambda/latest/dg/provisioned-concurrency.html)

### AWS Glue
- [Creating ETL jobs with AWS Glue Studio](https://docs.aws.amazon.com/glue/latest/ug/creating-jobs-chapter.html)
- [Monitoring for DPU capacity planning](https://docs.aws.amazon.com/glue/latest/dg/monitor-debug-capacity.html)
- [Monitoring AWS Glue using Amazon CloudWatch metrics](https://docs.aws.amazon.com/glue/latest/dg/monitoring-awsglue-with-cloudwatch-metrics.html)
- [Continuous logging for AWS Glue jobs](https://docs.aws.amazon.com/glue/latest/dg/monitor-continuous-logging.html)
- [Identifying and handling personally identifiable information (PII)](https://docs.aws.amazon.com/databrew/latest/dg/personal-information-protection.html)
- [Starting an AWS Glue workflow with an Amazon EventBridge event](https://docs.aws.amazon.com/glue/latest/dg/starting-workflow-eventbridge.html)
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### Serverless
- [What is Amazon EventBridge Scheduler?](https://docs.aws.amazon.com/scheduler/latest/UserGuide/what-is-scheduler.html)
- [Building Lambda functions with Python](https://docs.aws.amazon.com/lambda/latest/dg/lambda-python.html)

### Amazon SQS
- [Working with Amazon SQS messages](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/working-with-messages.html)
- [Purging messages from an Amazon SQS queue (console)](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-using-purge-queue.html)
- [Amazon SQS visibility timeout](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-visibility-timeout.html)
- [Amazon SQS dead-letter queues](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-dead-letter-queues.html)
- [DeleteMessage](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/APIReference/API_DeleteMessage.html)

### SageMaker
- [Process Data](https://docs.aws.amazon.com/sagemaker/latest/dg/processing-job.html)
- [Prepare ML Data with Amazon SageMaker Data Wrangler](https://docs.aws.amazon.com/sagemaker/latest/dg/data-wrangler.html)
- [Amazon SageMaker ML Lineage Tracking](https://docs.aws.amazon.com/sagemaker/latest/dg/lineage-tracking.html)
- [Create, store, and share features with Amazon SageMaker Feature Store](https://docs.aws.amazon.com/sagemaker/latest/dg/feature-store.html)
- [Prepare ML Data with Amazon SageMaker Data Wrangler](https://docs.aws.amazon.com/sagemaker/latest/dg/data-wrangler.html)
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### Kinesis
- [Troubleshooting Kinesis Data Streams Consumers](https://docs.aws.amazon.com/streams/latest/dev/troubleshooting-consumers.html)
- [GetRecords](https://docs.aws.amazon.com/kinesis/latest/APIReference/API_GetRecords.html)
- [Resharding a Stream](https://docs.aws.amazon.com/streams/latest/dev/kinesis-using-sdk-java-resharding.html)
- [Monitoring the Amazon Kinesis Data Streams Service with Amazon CloudWatch](https://docs.aws.amazon.com/streams/latest/dev/monitoring-with-cloudwatch.html)
- [Developing Custom Consumers with Dedicated Throughput (Enhanced Fan-Out)](https://docs.aws.amazon.com/streams/latest/dev/enhanced-consumers.html)
- [Choosing the Data Stream Capacity Mode](https://docs.aws.amazon.com/streams/latest/dev/how-do-i-size-a-stream.html)
- [Using AWS Lambda with Amazon Kinesis](https://docs.aws.amazon.com/lambda/latest/dg/with-kinesis.html)
- [Amazon Kinesis Data Firehose Data Transformation](https://docs.aws.amazon.com/firehose/latest/dev/data-transformation.html)
- [Using the Kinesis Client Library](https://docs.aws.amazon.com/streams/latest/dev/shared-throughput-kcl-consumers.html)
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### Kubernetes / EKS
- [AWS Controllers for Kubernetes (ACK)](https://aws-controllers-k8s.github.io/community/docs/community/overview/)
- [Persistent storage for Kubernetes](https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes/)
- [Amazon EKS nodes](https://docs.aws.amazon.com/eks/latest/userguide/eks-compute.html)
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