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AWS Certified Data Engineer - Associate DEA-C01 Certification Video Training Course
The complete solution to prepare for for your exam with AWS Certified Data Engineer - Associate DEA-C01 certification video training course. The AWS Certified Data Engineer - Associate DEA-C01 certification video training course contains a complete set of videos that will provide you with thorough knowledge to understand the key concepts. Top notch prep including Amazon AWS Certified Data Engineer - Associate DEA-C01 exam dumps, study guide & practice test questions and answers.
AWS Certified Data Engineer - Associate DEA-C01 Certification Video Training Course Exam Curriculum
Intorduction
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1. Course Overview - Services we will Cover
Data Engineering Fundamentals
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1. Intro: Data Engineering Fundamentals
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2. Types of Data (Structured, Unstructured, Semi-Structured)
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3. Properties of Data (Volume / Velocity / Variety)
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4. Data Warehouses vs. Data Lakes (and Lakehouses)
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5. What is a "Data Mesh"?
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6. Managing and Orchestrating ETL Pipelines
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7. Common Data Sources and Data Formats
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8. Quick Review of Data Modeling, Data Lineage, and Schema Evolution
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9. Database Performance Optimization
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10. Data Sampling Techniques
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11. Data Skew Mechanisms
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12. Data Validation and Profiling
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13. SQL Review: Aggregations, Grouping, Sorting, Pivoting
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14. SQL JOIN types
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15. SQL Regular Expressions (a quick intro)
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16. Git review: architecture and commands
Storage
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1. Intro: Storage
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2. Amazon S3
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3. Amazon S3 - Hands On
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4. Amazon S3 Security - Bucket Policy
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5. Amazon S3 Security - Bucket Policy - Hands On
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6. Amazon S3 - Versioning
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7. Amazon S3 - Versioning - Hands On
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8. Amazon S3 - Replication
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9. Amazon S3 - Replication - Notes
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10. Amazon S3 - Replication - Hands On
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11. Amazon S3 - Storage Classes
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12. Amazon S3 - Storage Classes - Hands On
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13. Amazon S3 - Lifecycle Rules
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14. Amazon S3 - Lifecycle Rules - Hands On
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15. Amazon S3 - Event Notifications
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16. Amazon S3 - Event Notifications - Hands On
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17. Amazon S3 - Performance
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18. Amazon S3 - Select & Glacier Select
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19. Amazon S3 - Encryption
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20. Amazon S3 - Encryption - Hands On
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21. Amazon S3 - Default Encryption
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22. Amazon S3 - Access Points
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23. Amazon S3 - Object Lambda
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24. Amazon EBS
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25. Amazon EBS - Hands On
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26. Amazon EBS Elastic Volumes
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27. Amazon EFS
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28. Amazon EFS - Hands On
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29. Amazon EFS vs. Amazon EBS
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30. AWS Backup
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31. AWS Backup - Hands On
Database
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1. Intro: Database
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2. Amazon DynamoDB
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3. Amazon DynamoDB - Hands On
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4. Amazon DynamoDB in Big Data
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5. Amazon DynamoDB - Throughput (RCU & WCU)
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6. Amazon DynamoDB - Throughput (RCU & WCU) - Hands On
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7. Amazon DynamoDB - Basic APIs
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8. Amazon DynamoDB - Basic APIs - Hands On
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9. Amazon DynamoDB - Indexes (LSI & GSI)
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10. Amazon DynamoDB - Indexes (LSI & GSI) - Hands On
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11. Amazon DynamoDB - PartiQL
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12. Amazon DynamoDB Accelerator (DAX)
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13. Amazon DynamoDB Accelerator (DAX) - Hands On
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14. Amazon DynamoDB - Streams
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15. Amazon DynamoDB - Streams - Hands On
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16. Amazon DynamoDB - Time To Live (TTL)
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17. Amazon DynamoDB - Patterns with S3
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18. Amazon DynamoDB - Security
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19. Amazon RDS
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20. Shared and exclusive locks in RDS
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21. Amazon RDS Best Practices
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22. Amazon DocumentDB
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23. Amazon MemoryDB for Redis
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24. Amazon Keyspaces (for Apache Cassandra)
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25. Amazon Neptune
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26. Amazon Timestream
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27. Amazon Redshift Intro & Architecture
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28. Redshift Spectrum and Performance Tuning
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29. Redshift Durability and Scaling
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30. Redshift Distribution Styles
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31. Redshift Data Flows and the COPY command
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32. Redshift Integration / WLM / Vacuum
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33. Redshift Resizing
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34. RA3 Nodes, Cross-Region Data Sharing, Redshift ML
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35. Redshift Security
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36. Redshift Serverless
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37. Redshift Materialized Views
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38. Redshift Data Sharing / Data Shares
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39. Redshift Lambda UDF
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40. Redshift Federated Queries
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41. Redshift System Tables and System Views
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42. Redshift - Hands On
Migration and Transfer
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1. Intro: Migration and Transfer
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2. Application Discovery Service & Application Migration Service
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3. AWS Database Migration Service (AWS DMS)
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4. AWS Database Migration Service (AWS DMS) - Hands On
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5. AWS DataSync
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6. AWS Snow Family
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7. AWS Snow Family - Hands On
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8. AWS Transfer Family
Compute
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1. Intro: Compute
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2. EC2 in Big Data
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3. EC2 Graviton-based instances
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4. AWS Lambda
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5. Lambda Integration - Part 1
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6. Lambda Integration - Part 2
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7. AWS Lambda - File Systems Mounting
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8. AWS SAM
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9. AWS SAM - CLI Installation
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10. AWS SAM - Create Project
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11. AWS SAM - Deploy Project
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12. AWS SAM - with API Gateway
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13. AWS SAM - with DynamoDB
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14. AWS Batch
Containers
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1. Intro: Containers
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2. What is Docker?
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3. Amazon ECS
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4. Amazon ECS - Create Cluster - Hands On
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5. Amazon ECS - Create Service - Hands On
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6. Amazon ECR
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7. Amazon EKS
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8. Amazon EKS - Hands On
Amalytics
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1. Intro: Analytics
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2. AWS Glue
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3. Glue, Hive, and ETL
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4. Modifying the Glue Data Catalog from ETL Scripts
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5. Glue ETL: Developer Endpoints, Running ETL Jobs with Bookmarks
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6. Glue Costs and Anti-Patterns
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7. AWS Glue Studio
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8. AWS Glue Data Quality
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9. AWS Glue DataBrew
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10. AWS Glue DataBrew Demo
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11. Handling PII in DataBrew Transformations
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12. AWS Glue Workflows
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13. AWS Lake Formation
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14. AWS Lake Formation Data Filters
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15. Amazon Athena
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16. Athena and Glue, Costs, and Security
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17. Athena Performance
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18. Athena ACID Transactions
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19. Athena Fine-Grained Access to AWS Glue Data Catalog
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20. Apache Spark
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21. Athena, Glue, and S3 Data Lakes - Hands On
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22. Athena and CREATE TABLE AS SELECT (CTAS)
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23. Spark Integration with Kinesis and Redshift
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24. Spark Integration with Athena
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25. Amazon EMR
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26. EMR, AWS integration, and Storage
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27. EMR Promises; Intro to Hadoop
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28. EMR Serverless; EMR on EKS
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29. Amazon Kinesis Data Streams
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30. Amazon Kinesis Data Streams - Producers
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31. Amazon Kinesis Data Streams - Consumers
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32. Amazon Kinesis Data Streams - Hands On
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33. Amazon Kinesis Data Streams - Enhanced Fan Out
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34. Amazon Kinesis Data Streams - Scaling
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35. Amazon Kinesis Data Streams - Handling Duplicates
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36. Amazon Kinesis Data Streams - Security
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37. Amazon Kinesis Data Firehose
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38. Kinesis Data Stream Troubleshooting and Performance Tuning
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39. Kinesis Data Analytics / Amazon Managed Service for Apache Flink (MSAF)
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40. Kinesis Analytics Costs; RANDOM_CUT_FOREST
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41. Amazon MSK
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42. Amazon MSK - Connect
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43. Amazon MSK - Serverless
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44. Amazon Kinesis vs. Amazon MSK
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45. Amazon OpenSearch Service
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46. Amazon OpenSearch Service, Pt. 2
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47. OpenSearch Index Management and Designing for Stability
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48. Amazon OpenSearch Service Performance
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49. Amazon OpenSearch Serverless
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50. Amazon QuickSight
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51. QuickSight Pricing and Dashboards; ML Insights
Application Integration
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1. Intro: Application Integration
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2. Amazon SQS
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3. Amazon Kinesis Data Streams vs. Amazon SQS
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4. Amazon SQS - Dead Letter Queues
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5. Amazon SQS - Dead Letter Queues - Hands On
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6. Amazon SNS
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7. Amazon SNS - with SQS Fan Out
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8. AWS Step Functions
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9. AWS Step Functions: State Machines and States
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10. Amazon AppFlow
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11. Amazon EventBridge
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12. Amazon EventBridge - Hands On
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13. Amazon Managed Workflows for Apache Airflow (Amazon MWAA)
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14. Full Data Engineering Pipelines
Security, Identity, and Compliance
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1. Intro: Security, Identity, and Compliance
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2. Principle of Least Privilege
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3. Data Masking and Anonymization
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4. Key Salting
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5. Preventing Backups or Replication to Disallowed AWS Regions
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6. IAM Introduction: Users, Groups, Policies
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7. IAM Users & Groups Hands On
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8. IAM Policies
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9. IAM Policies - Hands On
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10. IAM MFA
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11. IAM MFA - Hands On -DELETE!!!
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12. IAM Roles
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13. IAM Roles - Hands On
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14. Encryption 101
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15. AWS KMS
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16. AWS KMS - Hands On
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17. Amazon Macie
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18. AWS Secrets Manager
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19. AWS Secrets Manager - Hands On
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20. AWS WAF
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21. AWS Shield
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22. AWS Services Security Deep Dive - Part 1
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23. AWS Services Security Deep Dive - Part 2
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24. AWS Services Security Deep Dive - Part 3
Networking and Content Delivery
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1. Intro: Networking and Content Delivery
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2. VPC, Subnets, Internet Gateway, NAT Gateway
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3. NACL, Security Groups, VPC Flow Logs
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4. VPC Peering, Endpoints, VPN, Direct Connect
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5. VPC Cheat Sheet & Closing Comments
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6. AWS PrivateLink
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7. What is DNS?
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8. Amazon Route 53
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9. Amazon CloudFront
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10. Amazon CloudFront - S3 as Origin - Hands On
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11. Amazon CloudFront - ALB as Origin
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12. Amazon CloudFront - Cache Invalidation
Management and Govermamce
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1. Intro: Management and Governance
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2. Amazon CloudWatch - Metrics
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3. Amazon CloudWatch - Logs
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4. Amazon CloudWatch - Logs - Hands On
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5. Amazon CloudWatch - Logs Unified Agent
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6. Amazon CloudWatch - Alarms
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7. Amazon CloudWatch - Alarms - Hands On
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8. Amazon CloudTrail
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9. Amazon CloudTrail - Hands On
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10. AWS CloudTrail Lake
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11. AWS Config
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12. AWS Config - Hands On
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13. CloudWatch vs. CloudTrail vs. Config
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14. AWS CloudFormation
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15. AWS CloudFormation - Hands On
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16. SSM Parameter Store
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17. SSM Parameter Store - Lambda Integration
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18. AWS Well-Architected Framework & Tool
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19. Amazon Managed Grafana
Machine Learning
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1. Intro: Machine Learning
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2. Amazon SageMaker
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3. SageMaker Feature Store
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4. SageMaker ML Lineage Tracking
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5. SageMaker Data Wrangler
Developer Tools
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1. Intro: Developer Tools
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2. AWS Access Keys, CLI & SDK
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3. AWS CLI Setup on Windows
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4. AWS CLI Setup on Mac OS X
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5. AWS CLI Setup on Linux
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6. AWS CLI Hands On
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7. AWS Cloud9
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8. AWS Cloud9 - Hands On
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9. AWS CDK
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10. AWS CDK - Hands On
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11. AWS CodeDeploy
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12. AWS CodeCommit
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13. AWS CodeBuild
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14. AWS CodePipeline
Everything Else
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1. Intro: Everything Else
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2. AWS Budgets
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3. AWS Budgets - Hands On
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4. AWS Cost Explorer
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5. Amazon API Gateway
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6. Amazon API Gateway - Hands On
Wrapping up
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1. Intro: Wrapping Up
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2. Reviewing the Exam Guide (and other AWS resources)
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3. General AWS Certification Exam Tips
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4. Exam Walkthrough and Signup
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5. Save 50% on your AWS Exam Cost!
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6. Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers Only
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7. AWS Certification Paths
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8. Thank you!
About AWS Certified Data Engineer - Associate DEA-C01 Certification Video Training Course
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