[NEW] AWS Certified Data Engineer Associate 2023 – Hands On!

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AWS DEA-C01 certification prep course with exercises. S3, Glue, Kinesis, Redshift, Lambda, Athena, EventBridge, and more

1 - Introduction

1 - Course Overview Services we will Cover

2 - Course materials slides page.txt

2 - Get the Course Materials

3 - Udemy 101

2 - Data Engineering Fundamentals

1 - Data Engineering Fundamentals recap.html

4 - Intro Data Engineering Fundamentals

5 - Types of Data Structured Unstructured SemiStructured

6 - Properties of Data Volume Velocity Variety

7 - Data Warehouses vs Data Lakes and Lakehouses

8 - Managing and Orchestrating ETL Pipelines

9 - Common Data Sources and Data Formats

10 - Quick Review of Data Modeling Data Lineage and Schema Evolution

11 - Database Performance Optimization

12 - Data Sampling Techniques

13 - Data Skew Mechanisms

14 - Data Validation and Profiling

15 - SQL Review Aggregations Grouping Sorting Pivoting

16 - SQL JOIN types

17 - Git review architecture and commands

3 - Storage

2 - Storage practice exam questions.html

18 - Intro Storage

19 - Amazon S3

20 - Amazon S3 Hands On

21 - Amazon S3 Security Bucket Policy

22 - Amazon S3 Security Bucket Policy Hands On

23 - Amazon S3 Versioning

24 - Amazon S3 Versioning Hands On

25 - Amazon S3 Replication

26 - Amazon S3 Replication Notes

27 - Amazon S3 Replication Hands On

28 - Amazon S3 Storage Classes

29 - Amazon S3 Storage Classes Hands On

30 - Amazon S3 Lifecycle Rules

31 - Amazon S3 Lifecycle Rules Hands On

32 - Amazon S3 Event Notifications

33 - Amazon S3 Event Notifications Hands On

34 - Amazon S3 Performance

35 - Amazon S3 Select Glacier Select

36 - Amazon S3 Encryption

37 - About DSSEKMS.html

38 - Amazon S3 Encryption Hands On

39 - Amazon S3 Default Encryption

40 - Amazon S3 Access Points

41 - Amazon S3 Object Lambda

42 - Amazon EBS

43 - Amazon EBS Hands On

44 - Amazon EFS

45 - Amazon EFS Hands On

46 - Amazon EFS vs Amazon EBS

47 - AWS Backup

48 - AWS Backup Hands On

4 - Database

3 - Database practice exam questions.html

49 - Intro Database

50 - Amazon DynamoDB

51 - Amazon DynamoDB Hands On

52 - Amazon DynamoDB in Big Data

53 - Amazon DynamoDB Throughput RCU WCU

54 - Amazon DynamoDB Throughput RCU WCU Hands On

55 - Amazon DynamoDB Basic APIs

56 - Amazon DynamoDB Basic APIs Hands On

57 - Amazon DynamoDB Indexes LSI GSI

58 - Amazon DynamoDB Indexes LSI GSI Hands On

59 - Amazon DynamoDB PartiQL

60 - Amazon DynamoDB Accelerator DAX

61 - Amazon DynamoDB Accelerator DAX Hands On

62 - Amazon DynamoDB Streams

63 - Amazon DynamoDB Streams Hands On

64 - Amazon DynamoDB Time To Live TTL

65 - Amazon DynamoDB Patterns with S3

66 - Amazon DynamoDB Security

67 - Amazon RDS

68 - Shared and exclusive locks in RDS

69 - Amazon RDS Best Practices

70 - Amazon DocumentDB

71 - Amazon MemoryDB for Redis

72 - Amazon Keyspaces for Apache Cassandra

73 - Amazon Neptune

74 - Amazon Redshift Intro Architecture

75 - Redshift Spectrum and Performance Tuning

76 - Redshift Durability and Scaling

77 - Redshift Distribution Styles

78 - Redshift Sort Keys

79 - Redshift Data Flows and the COPY command

80 - Redshift Integration WLM Vacuum

81 - Redshift Resizing Newer Features

82 - Redshift AQUA Redshift ML

83 - Redshift Security

84 - Redshift Serverless

85 - Redshift Materialized Views

86 - Redshift Data Sharing Data Shares

87 - Redshift Lambda UDF

88 - Redshift Federated Queries

89 - Redshift Hands On

5 - Migration and Transfer

4 - Migration and Transfer practice exam questions.html

90 - Intro Migration and Transfer

91 - Application Discovery Service Application Migration Service

92 - AWS Database Migration Service AWS DMS

93 - AWS Database Migration Service AWS DMS Hands On

94 - AWS DataSync

95 - AWS Snow Family

96 - AWS Snow Family Hands On

97 - AWS Transfer Family

6 - Compute

5 - Compute practice exam questions.html

98 - Intro Compute

99 - EC2 in Big Data

100 - AWS Lambda

101 - Lambda Integration Part 1

102 - Lambda Integration Part 2

103 - AWS Lambda File Systems Mounting

104 - AWS SAM

105 - AWS SAM CLI Installation

106 - AWS SAM Create Project

107 - AWS SAM Deploy Project

108 - AWS SAM with API Gateway

109 - AWS SAM with DynamoDB

110 - AWS Batch

7 - Containers

6 - Containers practice exam questions.html

111 - Intro Containers

112 - What is Docker

113 - Amazon ECS

114 - Amazon ECS Create Cluster Hands On

115 - Amazon ECS Create Service Hands On

116 - Amazon ECR

117 - Amazon EKS

118 - Amazon EKS Hands On

8 - Analytics

7 - Analytics practice exam questions.html

119 - Intro Analytics

120 - AWS Glue

121 - Glue Hive and ETL

122 - Modifying the Glue Data Catalog from ETL Scripts

123 - Glue ETL Developer Endpoints Running ETL Jobs with Bookmarks

124 - Glue Costs and AntiPatterns

125 - AWS Glue Studio

126 - AWS Glue Data Quality

127 - AWS Glue DataBrew

128 - Handling PII in DataBrew Transformations

129 - AWS Lake Formation

130 - AWS Lake Formation Data Filters

131 - Amazon Athena

132 - Athena and Glue Costs and Security

133 - Athena Performance

134 - Athena ACID Transactions

135 - Athena FineGrained Access to AWS Glue Data Catalog

136 - Apache Spark

137 - Athena Glue and S3 Data Lakes Hands On

138 - Spark Integration with Kinesis and Redshift

139 - Spark Integration with Athena

140 - Amazon EMR

141 - EMR AWS integration and Storage

142 - EMR Promises Intro to Hadoop

143 - EMR Serverless EMR on EKS

144 - Amazon Kinesis Data Streams

145 - Amazon Kinesis Data Streams Producers

146 - Amazon Kinesis Data Streams Consumers

147 - Amazon Kinesis Data Streams Hands On

148 - Amazon Kinesis Data Streams Enhanced Fan Out

149 - Amazon Kinesis Data Streams Scaling

150 - Amazon Kinesis Data Streams Handling Duplicates

151 - Amazon Kinesis Data Streams Security

152 - Amazon Kinesis Data Firehose

153 - Amazon Kinesis with CloudWatch Subscription Filters

154 - Kinesis Data Stream Troubleshooting and Performance Tuning

155 - Kinesis Data Analytics Amazon Managed Service for Apache Flink MSAF

156 - Kinesis Analytics Costs RANDOMCUTFOREST

157 - Amazon MSK

158 - Amazon MSK Connect

159 - Amazon MSK Serverless

160 - Amazon Kinesis vs Amazon MSK

161 - Amazon OpenSearch Service

162 - Amazon OpenSearch Service Pt 2

163 - OpenSearch Index Management and Designing for Stability

164 - Amazon OpenSearch Service Performance

165 - Amazon OpenSearch Serverless

166 - Amazon QuickSight

167 - QuickSight Pricing and Dashboards ML Insights

9 - Application Integration

8 - Application Integration practice questions.html

168 - Intro Application Integration

169 - Amazon SQS

170 - Amazon Kinesis Data Streams vs Amazon SQS

171 - Amazon SQS Dead Letter Queues

172 - Amazon SQS Dead Letter Queues Hands On

173 - Amazon SNS

174 - Amazon SNS with SQS Fan Out

175 - Amazon SNS Hands On

176 - AWS Step Functions

177 - Amazon AppFlow

178 - Amazon EventBridge

179 - Amazon EventBridge Hands On

180 - Amazon Managed Workflows for Apache Airflow Amazon MWAA

181 - Full Data Engineering Pipelines

10 - Security Identity and Compliance

9 - Security Identity and Compliance practice questions.html

182 - Intro Security Identity and Compliance

183 - Principle of Least Privilege

184 - Data Masking and Anonymization

185 - Key Salting

186 - Preventing Backups or Replication to Disallowed AWS Regions

187 - IAM Introduction Users Groups Policies

188 - IAM Users Groups Hands On

189 - IAM Policies

190 - IAM Policies Hands On

191 - IAM MFA

192 - IAM MFA Hands On

193 - IAM Roles

194 - IAM Roles Hands On

195 - Encryption 101

196 - AWS KMS

197 - AWS KMS Hands On

198 - Amazon Macie

199 - AWS Secrets Manager

200 - AWS Secrets Manager Hands On

201 - AWS WAF

202 - AWS Shield

203 - AWS Services Security Deep Dive Part 1

204 - AWS Services Security Deep Dive Part 2

205 - AWS Services Security Deep Dive Part 3

11 - Networking and Content Delivery

10 - Networking and Content Delivery practice questions.html

206 - Intro Networking and Content Delivery

207 - VPC Subnets Internet Gateway NAT Gateway

208 - NACL Security Groups VPC Flow Logs

209 - VPC Peering Endpoints VPN Direct Connect

210 - VPC Cheat Sheet Closing Comments

211 - AWS PrivateLink

212 - What is DNS

213 - Amazon Route 53

214 - Amazon Route 53 Registering Domains Hands On

215 - Amazon Route 53 Creating DNS Records Hands On

216 - Amazon CloudFront

217 - Amazon CloudFront S3 as Origin Hands On

218 - Amazon CloudFront ALB as Origin

219 - Amazon CloudFront Cache Invalidation

12 - Management and Governance

11 - Management and Governance practice questions.html

220 - Intro Management and Governance

221 - Amazon CloudWatch Metrics

222 - Amazon CloudWatch Logs

223 - Amazon CloudWatch Logs Hands On

224 - Amazon CloudWatch Logs Unified Agent

225 - Amazon CloudWatch Alarms

226 - Amazon CloudWatch Alarms Hands On

227 - Amazon CloudTrail

228 - Amazon CloudTrail Hands On

229 - AWS CloudTrail Lake

230 - AWS Config

231 - AWS Config Hands On

232 - CloudWatch vs CloudTrail vs Config

233 - AWS CloudFormation

234 - AWS CloudFormation Hands On

235 - SSM Parameter Store

236 - SSM Parameter Store Hands On

237 - SSM Parameter Store Lambda Integration

238 - AWS WellArchitected Framework Tool

239 - Amazon Managed Grafana

13 - Machine Learning

12 - Machine Learning practice questions.html

240 - Intro Machine Learning

241 - Amazon SageMaker

242 - SageMaker Feature Store

243 - SageMaker ML Lineage Tracking

244 - SageMaker Data Wrangler

14 - Developer Tools

13 - Developer Tools practice questions.html

245 - Intro Developer Tools

246 - AWS Access Keys CLI SDK

247 - AWS CLI Setup on Windows

248 - AWS CLI Setup on Mac OS X

249 - AWS CLI Setup on Linux

250 - AWS CLI Hands On

251 - AWS Cloud9

252 - AWS Cloud9 Hands On

253 - AWS CDK

254 - AWS CDK Hands On

255 - AWS CodeDeploy

256 - AWS CodeCommit

257 - AWS CodeBuild

258 - AWS CodePipeline

15 - Everything Else

14 - The last quiz.html

259 - Intro Everything Else

260 - AWS Budgets

261 - AWS Budgets Hands On

262 - AWS Cost Explorer

263 - Amazon API Gateway

264 - Amazon API Gateway Hands On

16 - Wrapping Up

265 - Intro Wrapping Up

266 - AWS exam page.txt

266 - Reviewing the Exam Guide and other AWS resources

267 - General AWS Certification Exam Tips

268 - Exam Walkthrough and Signup

269 - Save 50 on your AWS Exam Cost

270 - Get an Extra 30 Minutes on your AWS Exam Non Native English Speakers Only

271 - AWS Certification Paths

272 - Thank you

273 - BONUS Lecture.html

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