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AWS Certified Data Engineer - Associate DEA-C01 Certification Video Training Course

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  • 126 Students Enrolled
  • 273 Lectures
  • 21 Hours
  • 5.0 Rating
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Curriculum For This Course

  • Intorduction

    Video Name Time
    1. Course Overview - Services we will Cover 9:22

  • Data Engineering Fundamentals

    Video Name Time
    1. Intro: Data Engineering Fundamentals 1:13
    2. Types of Data (Structured, Unstructured, Semi-Structured) 5:16
    3. Properties of Data (Volume / Velocity / Variety) 4:18
    4. Data Warehouses vs. Data Lakes (and Lakehouses) 10:20
    5. What is a "Data Mesh"? 3:05
    6. Managing and Orchestrating ETL Pipelines 5:01
    7. Common Data Sources and Data Formats 8:52
    8. Quick Review of Data Modeling, Data Lineage, and Schema Evolution 6:03
    9. Database Performance Optimization 2:50
    10. Data Sampling Techniques 3:50
    11. Data Skew Mechanisms 4:14
    12. Data Validation and Profiling 3:28
    13. SQL Review: Aggregations, Grouping, Sorting, Pivoting 9:54
    14. SQL JOIN types 4:54
    15. SQL Regular Expressions (a quick intro) 4:22
    16. Git review: architecture and commands 6:11

  • Storage

    Video Name Time
    1. Intro: Storage 0:40
    2. Amazon S3 5:06
    3. Amazon S3 - Hands On 6:15
    4. Amazon S3 Security - Bucket Policy 5:03
    5. Amazon S3 Security - Bucket Policy - Hands On 3:23
    6. Amazon S3 - Versioning 1:13
    7. Amazon S3 - Versioning - Hands On 4:17
    8. Amazon S3 - Replication 1:25
    9. Amazon S3 - Replication - Notes 0:57
    10. Amazon S3 - Replication - Hands On 6:29
    11. Amazon S3 - Storage Classes 6:11
    12. Amazon S3 - Storage Classes - Hands On 3:23
    13. Amazon S3 - Lifecycle Rules 4:19
    14. Amazon S3 - Lifecycle Rules - Hands On 2:24
    15. Amazon S3 - Event Notifications 3:30
    16. Amazon S3 - Event Notifications - Hands On 5:41
    17. Amazon S3 - Performance 4:52
    18. Amazon S3 - Select & Glacier Select 1:17
    19. Amazon S3 - Encryption 7:31
    20. Amazon S3 - Encryption - Hands On 4:47
    21. Amazon S3 - Default Encryption 1:23
    22. Amazon S3 - Access Points 3:34
    23. Amazon S3 - Object Lambda 3:10
    24. Amazon EBS 4:57
    25. Amazon EBS - Hands On 5:34
    26. Amazon EBS Elastic Volumes 1:48
    27. Amazon EFS 5:17
    28. Amazon EFS - Hands On 13:04
    29. Amazon EFS vs. Amazon EBS 2:11
    30. AWS Backup 3:10
    31. AWS Backup - Hands On 4:22

  • Database

    Video Name Time
    1. Intro: Database 0:50
    2. Amazon DynamoDB 7:47
    3. Amazon DynamoDB - Hands On 8:43
    4. Amazon DynamoDB in Big Data 1:25
    5. Amazon DynamoDB - Throughput (RCU & WCU) 11:05
    6. Amazon DynamoDB - Throughput (RCU & WCU) - Hands On 4:06
    7. Amazon DynamoDB - Basic APIs 7:54
    8. Amazon DynamoDB - Basic APIs - Hands On 3:10
    9. Amazon DynamoDB - Indexes (LSI & GSI) 4:09
    10. Amazon DynamoDB - Indexes (LSI & GSI) - Hands On 3:51
    11. Amazon DynamoDB - PartiQL 3:11
    12. Amazon DynamoDB Accelerator (DAX) 2:45
    13. Amazon DynamoDB Accelerator (DAX) - Hands On 4:08
    14. Amazon DynamoDB - Streams 4:26
    15. Amazon DynamoDB - Streams - Hands On 5:39
    16. Amazon DynamoDB - Time To Live (TTL) 5:20
    17. Amazon DynamoDB - Patterns with S3 2:46
    18. Amazon DynamoDB - Security 3:29
    19. Amazon RDS 5:23
    20. Shared and exclusive locks in RDS 3:35
    21. Amazon RDS Best Practices 6:03
    22. Amazon DocumentDB 1:15
    23. Amazon MemoryDB for Redis 1:18
    24. Amazon Keyspaces (for Apache Cassandra) 1:22
    25. Amazon Neptune 1:23
    26. Amazon Timestream 2:17
    27. Amazon Redshift Intro & Architecture 6:24
    28. Redshift Spectrum and Performance Tuning 4:45
    29. Redshift Durability and Scaling 3:32
    30. Redshift Distribution Styles 2:53
    31. Redshift Data Flows and the COPY command 7:33
    32. Redshift Integration / WLM / Vacuum 10:49
    33. Redshift Resizing 2:22
    34. RA3 Nodes, Cross-Region Data Sharing, Redshift ML 4:58
    35. Redshift Security 1:30
    36. Redshift Serverless 7:18
    37. Redshift Materialized Views 3:17
    38. Redshift Data Sharing / Data Shares 2:58
    39. Redshift Lambda UDF 4:02
    40. Redshift Federated Queries 4:14
    41. Redshift System Tables and System Views 2:23
    42. Redshift - Hands On 27:26

  • Migration and Transfer

    Video Name Time
    1. Intro: Migration and Transfer 0:32
    2. Application Discovery Service & Application Migration Service 3:03
    3. AWS Database Migration Service (AWS DMS) 5:14
    4. AWS Database Migration Service (AWS DMS) - Hands On 6:26
    5. AWS DataSync 4:45
    6. AWS Snow Family 10:47
    7. AWS Snow Family - Hands On 2:54
    8. AWS Transfer Family 2:18

  • Compute

    Video Name Time
    1. Intro: Compute 0:42
    2. EC2 in Big Data 2:04
    3. EC2 Graviton-based instances 1:22
    4. AWS Lambda 4:48
    5. Lambda Integration - Part 1 5:24
    6. Lambda Integration - Part 2 6:42
    7. AWS Lambda - File Systems Mounting 3:36
    8. AWS SAM 4:27
    9. AWS SAM - CLI Installation 1:04
    10. AWS SAM - Create Project 4:12
    11. AWS SAM - Deploy Project 6:05
    12. AWS SAM - with API Gateway 6:22
    13. AWS SAM - with DynamoDB 8:34
    14. AWS Batch 1:51

  • Containers

    Video Name Time
    1. Intro: Containers 0:36
    2. What is Docker? 5:10
    3. Amazon ECS 6:43
    4. Amazon ECS - Create Cluster - Hands On 5:02
    5. Amazon ECS - Create Service - Hands On 10:06
    6. Amazon ECR 1:38
    7. Amazon EKS 3:58
    8. Amazon EKS - Hands On 6:50

  • Amalytics

    Video Name Time
    1. Intro: Analytics 1:26
    2. AWS Glue 6:01
    3. Glue, Hive, and ETL 13:50
    4. Modifying the Glue Data Catalog from ETL Scripts 1:49
    5. Glue ETL: Developer Endpoints, Running ETL Jobs with Bookmarks 3:43
    6. Glue Costs and Anti-Patterns 3:02
    7. AWS Glue Studio 5:26
    8. AWS Glue Data Quality 2:58
    9. AWS Glue DataBrew 2:53
    10. AWS Glue DataBrew Demo 6:38
    11. Handling PII in DataBrew Transformations 1:59
    12. AWS Glue Workflows 3:00
    13. AWS Lake Formation 9:07
    14. AWS Lake Formation Data Filters 1:30
    15. Amazon Athena 4:19
    16. Athena and Glue, Costs, and Security 7:46
    17. Athena Performance 1:50
    18. Athena ACID Transactions 2:57
    19. Athena Fine-Grained Access to AWS Glue Data Catalog 2:09
    20. Apache Spark 8:53
    21. Athena, Glue, and S3 Data Lakes - Hands On 12:51
    22. Athena and CREATE TABLE AS SELECT (CTAS) 2:32
    23. Spark Integration with Kinesis and Redshift 3:45
    24. Spark Integration with Athena 2:50
    25. Amazon EMR 8:37
    26. EMR, AWS integration, and Storage 7:43
    27. EMR Promises; Intro to Hadoop 8:08
    28. EMR Serverless; EMR on EKS 11:56
    29. Amazon Kinesis Data Streams 5:55
    30. Amazon Kinesis Data Streams - Producers 11:11
    31. Amazon Kinesis Data Streams - Consumers 8:12
    32. Amazon Kinesis Data Streams - Hands On 9:38
    33. Amazon Kinesis Data Streams - Enhanced Fan Out 3:30
    34. Amazon Kinesis Data Streams - Scaling 7:36
    35. Amazon Kinesis Data Streams - Handling Duplicates 3:32
    36. Amazon Kinesis Data Streams - Security 1:14
    37. Amazon Kinesis Data Firehose 8:45
    38. Kinesis Data Stream Troubleshooting and Performance Tuning 6:58
    39. Kinesis Data Analytics / Amazon Managed Service for Apache Flink (MSAF) 5:28
    40. Kinesis Analytics Costs; RANDOM_CUT_FOREST 2:17
    41. Amazon MSK 6:43
    42. Amazon MSK - Connect 1:30
    43. Amazon MSK - Serverless 1:04
    44. Amazon Kinesis vs. Amazon MSK 2:03
    45. Amazon OpenSearch Service 11:25
    46. Amazon OpenSearch Service, Pt. 2 7:23
    47. OpenSearch Index Management and Designing for Stability 10:54
    48. Amazon OpenSearch Service Performance 1:30
    49. Amazon OpenSearch Serverless 2:00
    50. Amazon QuickSight 16:27
    51. QuickSight Pricing and Dashboards; ML Insights 6:51

  • Application Integration

    Video Name Time
    1. Intro: Application Integration 0:43
    2. Amazon SQS 6:59
    3. Amazon Kinesis Data Streams vs. Amazon SQS 4:42
    4. Amazon SQS - Dead Letter Queues 2:47
    5. Amazon SQS - Dead Letter Queues - Hands On 3:46
    6. Amazon SNS 4:18
    7. Amazon SNS - with SQS Fan Out 6:00
    8. AWS Step Functions 3:55
    9. AWS Step Functions: State Machines and States 3:19
    10. Amazon AppFlow 1:23
    11. Amazon EventBridge 6:59
    12. Amazon EventBridge - Hands On 7:11
    13. Amazon Managed Workflows for Apache Airflow (Amazon MWAA) 4:55
    14. Full Data Engineering Pipelines 5:09

  • Security, Identity, and Compliance

    Video Name Time
    1. Intro: Security, Identity, and Compliance 0:58
    2. Principle of Least Privilege 2:07
    3. Data Masking and Anonymization 2:33
    4. Key Salting 2:24
    5. Preventing Backups or Replication to Disallowed AWS Regions 2:18
    6. IAM Introduction: Users, Groups, Policies 3:22
    7. IAM Users & Groups Hands On 6:23
    8. IAM Policies 2:50
    9. IAM Policies - Hands On 8:02
    10. IAM MFA 4:09
    11. IAM MFA - Hands On -DELETE!!! 2:58
    12. IAM Roles 1:39
    13. IAM Roles - Hands On 2:05
    14. Encryption 101 3:59
    15. AWS KMS 7:28
    16. AWS KMS - Hands On 9:13
    17. Amazon Macie 1:02
    18. AWS Secrets Manager 2:10
    19. AWS Secrets Manager - Hands On 4:00
    20. AWS WAF 3:01
    21. AWS Shield 2:04
    22. AWS Services Security Deep Dive - Part 1 5:55
    23. AWS Services Security Deep Dive - Part 2 5:09
    24. AWS Services Security Deep Dive - Part 3 8:43

  • Networking and Content Delivery

    Video Name Time
    1. Intro: Networking and Content Delivery 0:35
    2. VPC, Subnets, Internet Gateway, NAT Gateway 5:23
    3. NACL, Security Groups, VPC Flow Logs 4:39
    4. VPC Peering, Endpoints, VPN, Direct Connect 5:29
    5. VPC Cheat Sheet & Closing Comments 2:34
    6. AWS PrivateLink 2:04
    7. What is DNS? 6:24
    8. Amazon Route 53 6:13
    9. Amazon CloudFront 5:11
    10. Amazon CloudFront - S3 as Origin - Hands On 4:30
    11. Amazon CloudFront - ALB as Origin 1:34
    12. Amazon CloudFront - Cache Invalidation 2:40

  • Management and Govermamce

    Video Name Time
    1. Intro: Management and Governance 0:25
    2. Amazon CloudWatch - Metrics 4:08
    3. Amazon CloudWatch - Logs 6:02
    4. Amazon CloudWatch - Logs - Hands On 5:09
    5. Amazon CloudWatch - Logs Unified Agent 3:16
    6. Amazon CloudWatch - Alarms 4:01
    7. Amazon CloudWatch - Alarms - Hands On 4:38
    8. Amazon CloudTrail 5:42
    9. Amazon CloudTrail - Hands On 1:30
    10. AWS CloudTrail Lake 5:22
    11. AWS Config 4:45
    12. AWS Config - Hands On 9:44
    13. CloudWatch vs. CloudTrail vs. Config 1:52
    14. AWS CloudFormation 3:53
    15. AWS CloudFormation - Hands On 8:58
    16. SSM Parameter Store 3:57
    17. SSM Parameter Store - Lambda Integration 9:50
    18. AWS Well-Architected Framework & Tool 6:07
    19. Amazon Managed Grafana 2:49

  • Machine Learning

    Video Name Time
    1. Intro: Machine Learning 0:58
    2. Amazon SageMaker 3:29
    3. SageMaker Feature Store 4:00
    4. SageMaker ML Lineage Tracking 3:29
    5. SageMaker Data Wrangler 6:55

  • Developer Tools

    Video Name Time
    1. Intro: Developer Tools 0:50
    2. AWS Access Keys, CLI & SDK 4:03
    3. AWS CLI Setup on Windows 1:45
    4. AWS CLI Setup on Mac OS X 1:28
    5. AWS CLI Setup on Linux 1:30
    6. AWS CLI Hands On 3:50
    7. AWS Cloud9 1:22
    8. AWS Cloud9 - Hands On 4:09
    9. AWS CDK 4:51
    10. AWS CDK - Hands On 11:32
    11. AWS CodeDeploy 1:40
    12. AWS CodeCommit 1:03
    13. AWS CodeBuild 1:07
    14. AWS CodePipeline 1:36

  • Everything Else

    Video Name Time
    1. Intro: Everything Else 0:42
    2. AWS Budgets 1:06
    3. AWS Budgets - Hands On 7:43
    4. AWS Cost Explorer 2:09
    5. Amazon API Gateway 6:37
    6. Amazon API Gateway - Hands On 9:51

  • Wrapping up

    Video Name Time
    1. Intro: Wrapping Up 0:40
    2. Reviewing the Exam Guide (and other AWS resources) 6:40
    3. General AWS Certification Exam Tips 8:35
    4. Exam Walkthrough and Signup 4:37
    5. Save 50% on your AWS Exam Cost! 1:10
    6. Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers Only 1:04
    7. AWS Certification Paths 4:45
    8. Thank you! 1:19

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