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

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

Intorduction

1 lecture

1h 23m

Data Engineering Fundamentals

16 lectures

2h 7m

Storage

31 lectures

3h 23m

Database

42 lectures

35m

Migration and Transfer

8 lectures

57m

Compute

14 lectures

40m

Containers

8 lectures

4h 51m

Amalytics

51 lectures

1h 2m

Application Integration

14 lectures

1h 34m

Security, Identity, and Compliance

24 lectures

47m

Networking and Content Delivery

12 lectures

1h 32m

Management and Govermamce

19 lectures

18m

Machine Learning

5 lectures

40m

Developer Tools

14 lectures

28m

Everything Else

6 lectures

28m

Wrapping up

8 lectures

Intorduction

1. Course Overview - Services we will Cover

9:22

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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