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 Cover9:22
Data Engineering Fundamentals
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1. Intro: Data Engineering Fundamentals1:13
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2. Types of Data (Structured, Unstructured, Semi-Structured)5:16
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3. Properties of Data (Volume / Velocity / Variety)4:18
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4. Data Warehouses vs. Data Lakes (and Lakehouses)10:20
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5. What is a "Data Mesh"?3:05
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6. Managing and Orchestrating ETL Pipelines5:01
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7. Common Data Sources and Data Formats8:52
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8. Quick Review of Data Modeling, Data Lineage, and Schema Evolution6:03
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9. Database Performance Optimization2:50
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10. Data Sampling Techniques3:50
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11. Data Skew Mechanisms4:14
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12. Data Validation and Profiling3:28
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13. SQL Review: Aggregations, Grouping, Sorting, Pivoting9:54
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14. SQL JOIN types4:54
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15. SQL Regular Expressions (a quick intro)4:22
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16. Git review: architecture and commands6:11
Storage
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1. Intro: Storage0:40
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2. Amazon S35:06
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3. Amazon S3 - Hands On6:15
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4. Amazon S3 Security - Bucket Policy5:03
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5. Amazon S3 Security - Bucket Policy - Hands On3:23
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6. Amazon S3 - Versioning1:13
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7. Amazon S3 - Versioning - Hands On4:17
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8. Amazon S3 - Replication1:25
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9. Amazon S3 - Replication - Notes0:57
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10. Amazon S3 - Replication - Hands On6:29
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11. Amazon S3 - Storage Classes6:11
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12. Amazon S3 - Storage Classes - Hands On3:23
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13. Amazon S3 - Lifecycle Rules4:19
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14. Amazon S3 - Lifecycle Rules - Hands On2:24
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15. Amazon S3 - Event Notifications3:30
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16. Amazon S3 - Event Notifications - Hands On5:41
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17. Amazon S3 - Performance4:52
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18. Amazon S3 - Select & Glacier Select1:17
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19. Amazon S3 - Encryption7:31
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20. Amazon S3 - Encryption - Hands On4:47
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21. Amazon S3 - Default Encryption1:23
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22. Amazon S3 - Access Points3:34
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23. Amazon S3 - Object Lambda3:10
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24. Amazon EBS4:57
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25. Amazon EBS - Hands On5:34
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26. Amazon EBS Elastic Volumes1:48
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27. Amazon EFS5:17
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28. Amazon EFS - Hands On13:04
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29. Amazon EFS vs. Amazon EBS2:11
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30. AWS Backup3:10
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31. AWS Backup - Hands On4:22
Database
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1. Intro: Database0:50
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2. Amazon DynamoDB7:47
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3. Amazon DynamoDB - Hands On8:43
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4. Amazon DynamoDB in Big Data1:25
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5. Amazon DynamoDB - Throughput (RCU & WCU)11:05
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6. Amazon DynamoDB - Throughput (RCU & WCU) - Hands On4:06
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7. Amazon DynamoDB - Basic APIs7:54
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8. Amazon DynamoDB - Basic APIs - Hands On3:10
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9. Amazon DynamoDB - Indexes (LSI & GSI)4:09
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10. Amazon DynamoDB - Indexes (LSI & GSI) - Hands On3:51
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11. Amazon DynamoDB - PartiQL3:11
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12. Amazon DynamoDB Accelerator (DAX)2:45
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13. Amazon DynamoDB Accelerator (DAX) - Hands On4:08
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14. Amazon DynamoDB - Streams4:26
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15. Amazon DynamoDB - Streams - Hands On5:39
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16. Amazon DynamoDB - Time To Live (TTL)5:20
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17. Amazon DynamoDB - Patterns with S32:46
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18. Amazon DynamoDB - Security3:29
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19. Amazon RDS5:23
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20. Shared and exclusive locks in RDS3:35
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21. Amazon RDS Best Practices6:03
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22. Amazon DocumentDB1:15
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23. Amazon MemoryDB for Redis1:18
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24. Amazon Keyspaces (for Apache Cassandra)1:22
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25. Amazon Neptune1:23
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26. Amazon Timestream2:17
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27. Amazon Redshift Intro & Architecture6:24
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28. Redshift Spectrum and Performance Tuning4:45
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29. Redshift Durability and Scaling3:32
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30. Redshift Distribution Styles2:53
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31. Redshift Data Flows and the COPY command7:33
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32. Redshift Integration / WLM / Vacuum10:49
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33. Redshift Resizing2:22
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34. RA3 Nodes, Cross-Region Data Sharing, Redshift ML4:58
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35. Redshift Security1:30
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36. Redshift Serverless7:18
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37. Redshift Materialized Views3:17
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38. Redshift Data Sharing / Data Shares2:58
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39. Redshift Lambda UDF4:02
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40. Redshift Federated Queries4:14
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41. Redshift System Tables and System Views2:23
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42. Redshift - Hands On27:26
Migration and Transfer
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1. Intro: Migration and Transfer0:32
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2. Application Discovery Service & Application Migration Service3:03
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3. AWS Database Migration Service (AWS DMS)5:14
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4. AWS Database Migration Service (AWS DMS) - Hands On6:26
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5. AWS DataSync4:45
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6. AWS Snow Family10:47
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7. AWS Snow Family - Hands On2:54
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8. AWS Transfer Family2:18
Compute
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1. Intro: Compute0:42
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2. EC2 in Big Data2:04
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3. EC2 Graviton-based instances1:22
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4. AWS Lambda4:48
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5. Lambda Integration - Part 15:24
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6. Lambda Integration - Part 26:42
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7. AWS Lambda - File Systems Mounting3:36
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8. AWS SAM4:27
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9. AWS SAM - CLI Installation1:04
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10. AWS SAM - Create Project4:12
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11. AWS SAM - Deploy Project6:05
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12. AWS SAM - with API Gateway6:22
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13. AWS SAM - with DynamoDB8:34
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14. AWS Batch1:51
Containers
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1. Intro: Containers0:36
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2. What is Docker?5:10
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3. Amazon ECS6:43
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4. Amazon ECS - Create Cluster - Hands On5:02
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5. Amazon ECS - Create Service - Hands On10:06
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6. Amazon ECR1:38
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7. Amazon EKS3:58
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8. Amazon EKS - Hands On6:50
Amalytics
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1. Intro: Analytics1:26
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2. AWS Glue6:01
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3. Glue, Hive, and ETL13:50
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4. Modifying the Glue Data Catalog from ETL Scripts1:49
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5. Glue ETL: Developer Endpoints, Running ETL Jobs with Bookmarks3:43
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6. Glue Costs and Anti-Patterns3:02
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7. AWS Glue Studio5:26
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8. AWS Glue Data Quality2:58
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9. AWS Glue DataBrew2:53
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10. AWS Glue DataBrew Demo6:38
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11. Handling PII in DataBrew Transformations1:59
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12. AWS Glue Workflows3:00
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13. AWS Lake Formation9:07
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14. AWS Lake Formation Data Filters1:30
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15. Amazon Athena4:19
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16. Athena and Glue, Costs, and Security7:46
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17. Athena Performance1:50
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18. Athena ACID Transactions2:57
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19. Athena Fine-Grained Access to AWS Glue Data Catalog2:09
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20. Apache Spark8:53
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21. Athena, Glue, and S3 Data Lakes - Hands On12:51
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22. Athena and CREATE TABLE AS SELECT (CTAS)2:32
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23. Spark Integration with Kinesis and Redshift3:45
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24. Spark Integration with Athena2:50
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25. Amazon EMR8:37
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26. EMR, AWS integration, and Storage7:43
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27. EMR Promises; Intro to Hadoop8:08
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28. EMR Serverless; EMR on EKS11:56
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29. Amazon Kinesis Data Streams5:55
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30. Amazon Kinesis Data Streams - Producers11:11
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31. Amazon Kinesis Data Streams - Consumers8:12
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32. Amazon Kinesis Data Streams - Hands On9:38
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33. Amazon Kinesis Data Streams - Enhanced Fan Out3:30
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34. Amazon Kinesis Data Streams - Scaling7:36
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35. Amazon Kinesis Data Streams - Handling Duplicates3:32
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36. Amazon Kinesis Data Streams - Security1:14
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37. Amazon Kinesis Data Firehose8:45
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38. Kinesis Data Stream Troubleshooting and Performance Tuning6:58
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39. Kinesis Data Analytics / Amazon Managed Service for Apache Flink (MSAF)5:28
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40. Kinesis Analytics Costs; RANDOM_CUT_FOREST2:17
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41. Amazon MSK6:43
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42. Amazon MSK - Connect1:30
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43. Amazon MSK - Serverless1:04
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44. Amazon Kinesis vs. Amazon MSK2:03
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45. Amazon OpenSearch Service11:25
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46. Amazon OpenSearch Service, Pt. 27:23
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47. OpenSearch Index Management and Designing for Stability10:54
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48. Amazon OpenSearch Service Performance1:30
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49. Amazon OpenSearch Serverless2:00
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50. Amazon QuickSight16:27
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51. QuickSight Pricing and Dashboards; ML Insights6:51
Application Integration
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1. Intro: Application Integration0:43
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2. Amazon SQS6:59
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3. Amazon Kinesis Data Streams vs. Amazon SQS4:42
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4. Amazon SQS - Dead Letter Queues2:47
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5. Amazon SQS - Dead Letter Queues - Hands On3:46
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6. Amazon SNS4:18
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7. Amazon SNS - with SQS Fan Out6:00
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8. AWS Step Functions3:55
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9. AWS Step Functions: State Machines and States3:19
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10. Amazon AppFlow1:23
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11. Amazon EventBridge6:59
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12. Amazon EventBridge - Hands On7:11
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13. Amazon Managed Workflows for Apache Airflow (Amazon MWAA)4:55
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14. Full Data Engineering Pipelines5:09
Security, Identity, and Compliance
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1. Intro: Security, Identity, and Compliance0:58
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2. Principle of Least Privilege2:07
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3. Data Masking and Anonymization2:33
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4. Key Salting2:24
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5. Preventing Backups or Replication to Disallowed AWS Regions2:18
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6. IAM Introduction: Users, Groups, Policies3:22
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7. IAM Users & Groups Hands On6:23
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8. IAM Policies2:50
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9. IAM Policies - Hands On8:02
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10. IAM MFA4:09
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11. IAM MFA - Hands On -DELETE!!!2:58
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12. IAM Roles1:39
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13. IAM Roles - Hands On2:05
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14. Encryption 1013:59
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15. AWS KMS7:28
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16. AWS KMS - Hands On9:13
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17. Amazon Macie1:02
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18. AWS Secrets Manager2:10
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19. AWS Secrets Manager - Hands On4:00
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20. AWS WAF3:01
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21. AWS Shield2:04
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22. AWS Services Security Deep Dive - Part 15:55
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23. AWS Services Security Deep Dive - Part 25:09
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24. AWS Services Security Deep Dive - Part 38:43
Networking and Content Delivery
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1. Intro: Networking and Content Delivery0:35
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2. VPC, Subnets, Internet Gateway, NAT Gateway5:23
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3. NACL, Security Groups, VPC Flow Logs4:39
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4. VPC Peering, Endpoints, VPN, Direct Connect5:29
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5. VPC Cheat Sheet & Closing Comments2:34
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6. AWS PrivateLink2:04
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7. What is DNS?6:24
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8. Amazon Route 536:13
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9. Amazon CloudFront5:11
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10. Amazon CloudFront - S3 as Origin - Hands On4:30
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11. Amazon CloudFront - ALB as Origin1:34
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12. Amazon CloudFront - Cache Invalidation2:40
Management and Govermamce
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1. Intro: Management and Governance0:25
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2. Amazon CloudWatch - Metrics4:08
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3. Amazon CloudWatch - Logs6:02
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4. Amazon CloudWatch - Logs - Hands On5:09
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5. Amazon CloudWatch - Logs Unified Agent3:16
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6. Amazon CloudWatch - Alarms4:01
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7. Amazon CloudWatch - Alarms - Hands On4:38
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8. Amazon CloudTrail5:42
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9. Amazon CloudTrail - Hands On1:30
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10. AWS CloudTrail Lake5:22
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11. AWS Config4:45
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12. AWS Config - Hands On9:44
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13. CloudWatch vs. CloudTrail vs. Config1:52
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14. AWS CloudFormation3:53
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15. AWS CloudFormation - Hands On8:58
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16. SSM Parameter Store3:57
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17. SSM Parameter Store - Lambda Integration9:50
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18. AWS Well-Architected Framework & Tool6:07
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19. Amazon Managed Grafana2:49
Machine Learning
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1. Intro: Machine Learning0:58
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2. Amazon SageMaker3:29
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3. SageMaker Feature Store4:00
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4. SageMaker ML Lineage Tracking3:29
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5. SageMaker Data Wrangler6:55
Developer Tools
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1. Intro: Developer Tools0:50
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2. AWS Access Keys, CLI & SDK4:03
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3. AWS CLI Setup on Windows1:45
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4. AWS CLI Setup on Mac OS X1:28
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5. AWS CLI Setup on Linux1:30
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6. AWS CLI Hands On3:50
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7. AWS Cloud91:22
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8. AWS Cloud9 - Hands On4:09
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9. AWS CDK4:51
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10. AWS CDK - Hands On11:32
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11. AWS CodeDeploy1:40
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12. AWS CodeCommit1:03
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13. AWS CodeBuild1:07
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14. AWS CodePipeline1:36
Everything Else
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1. Intro: Everything Else0:42
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2. AWS Budgets1:06
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3. AWS Budgets - Hands On7:43
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4. AWS Cost Explorer2:09
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5. Amazon API Gateway6:37
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6. Amazon API Gateway - Hands On9:51
Wrapping up
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1. Intro: Wrapping Up0:40
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2. Reviewing the Exam Guide (and other AWS resources)6:40
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3. General AWS Certification Exam Tips8:35
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4. Exam Walkthrough and Signup4:37
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5. Save 50% on your AWS Exam Cost!1:10
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6. Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers Only1:04
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7. AWS Certification Paths4:45
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8. Thank you!1:19
About AWS Certified Data Engineer - Associate DEA-C01 Certification Video Training Course
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- Premium File 204 Questions & Answers. Last update: Nov 13, 2024
- Training Course 273 Video Lectures
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