AWS Certified Data Engineer – Associate

سرفصل های دوره

1.Getting Started

1.Skill Introduction1C30C

2.About this Certification1C30C

3.Course Expectations1C30C

4.Walkthrough Creating our AWS Account1C30C

5.Walkthrough Applying Account Best Practices1C30C

6.Validation Getting Started1C30C

7.Hands-On Lab or Other Video1C30C

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2.Preparing for Our Data

1.Skill Introduction1C30C

2.Shared Responsibility Model1C30C

3.VPCs and Network Security1C30C

4.Identity and Access Management1C30C

5.IAM Roles and Policies1C30C

6.IAM Policy Structure1C30C

7.Validation Preparing for Our Data1C30C

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saved url-Actions resources and condition keys for AWS services.txt

3.File and Object Storage Options

1.1C30C

2.Skill Introduction1C30C

3.Why Storage in the Cloud1C30C

4.Object Storage1C30C

5.Network Storage1C30C

6.Archival Storage1C30C

7.Block Storage1C30C

8.Even More Storage Options1C30C

9.Walkthrough Retrieving and Storing Some Project Data1C30C

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4.Database Options on AWS

1.Skill Introduction1C30C

2.Amazon RDS1C30C

3.Amazon Aurora1C30C

4.Amazon DynamoDB1C30C

5.Amazon ElastiCache1C30C

6.More Specialized Database Options1C30C

7.Walkthrough RDS Creation and Failover1C30C

8.Validation Database Options on AWS1C30C

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5.Getting Started with AWS Glue

1.Skill Introduction1C30C

2.Meet AWS Glue1C30C

3.Setting up Security Roles1C30C

4.Our First ETL Job1C30C

5.First Transformations1C30C

6.Using Notebooks1C30C

7.Notebooks to the Rescue1C30C

8.Validation Getting Started with AWS Glue1C30C

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saved url-Using Python libraries with AWS Glue.txt

saved url-documentation says .txt

6.Advanced Features with AWS Glue

1.Skill Introduction1C30C

2.AWS Glue Data Crawler1C30C

3.AWS Glue DataBrew First Look1C30C

4.Data Cleansing with DataBrew1C30C

5.Data Shaping Approach1C30C

6.Data Shaping with DataBrew1C30C

7.Validation Advanced Features with AWS Glue1C30C

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7.Amazon Athena

1.Skill Introduction1C30C

2.Introduction to Amazon Athena1C30C

3.Our First Athena Query1C30C

4.More Advanced Athena Queries1C30C

5.Athena Partitions1C30C

6.Partition Projections1C30C

7.Athena at Scale1C30C

8.Validation Amazon Athena1C30C

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8.Amazon Redshift

1.Skill Introduction1C30C

2.Meet Redshift1C30C

3.Creating our Redshift Instance1C30C

4.Querying with Redshift1C30C

5.Charting Features1C30C

6.Working with Notebooks1C30C

7.Scheduled Queries1C30C

8.Teardown1C30C

9.Validation Amazon Redshift1C30C

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9.Amazon EMR

1.Skill Introduction1C30C

2.Meet Elastic MapReduce1C30C

3.Setting Up Our First Cluster1C30C

4.Creating a Batch Step1C30C

5.EMR Serverless1C30C

6.Validation Amazon EMR1C30C

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saved url-Apache Foundation.txt

squirrel analysis.zip

10.Amazon Kinesis and Amazon MSK

1.Skill Introduction1C30C

2.Introducing Amazon Kinesis and MSK1C30C

3.Setting up Amazon Kinesis1C30C

4.Streaming Data to Kinesis1C30C

5.Amazon Data Firehose1C30C

6.Kinesis Teardown1C30C

7.Amazon MSK1C30C

8.Validation Amazon Kinesis and Amazon MSK1C30C

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dadjokes.zip

saved url-GE Power.txt

saved url-Kinesis Shard Calculator.txt

11.Amazon EventBridge

1.Skill Introduction1C30C

2.Meet Amazon EventBridge1C30C

3.Getting Started with EventBridge1C30C

4.Preparing DynamoDB1C30C

5.Target Lambda Function1C30C

6.Configuring EventBridge1C30C

7.Enrichment Lambda Function1C30C

8.Teardown1C30C

9.Validation Amazon EventBridge1C30C

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generatejokes.zip

translatejoke.zip

writejokedynamo.zip

12.Amazon SNS and Amazon SQS

1.Skill Introduction1C30C

2.Amazon SNS and Amazon SQS1C30C

3.Our Architectural Design1C30C

4.Preparing our Testbed1C30C

5.Our First SNS Topic1C30C

6.Connecting S3 to SNS1C30C

7.Adding in a Queue1C30C

8.DynamoDB and Lambda Function1C30C

9.Full-Scale Testing1C30C

10.Teardown1C30C

11.Validation Amazon SNS and Amazon SQS1C30C

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recordreportdynamo.zip

squirrel-reports.zip

13.AWS Step Functions and Amazon MWAA

1.Skill Introduction1C30C

2.Meet the Workflow Gang1C30C

3.Amazon AppFlow1C30C

4.Amazon Managed Workflows for Apache Airflow1C30C

5.Our Step Function Project1C30C

6.Creating our Step Function1C30C

7.Calling Polly1C30C

8.Checking the Task Status1C30C

9.SNS Notifications1C30C

10.All Together Now1C30C

11.Teardown1C30C

12.Validation Amazon Step Functions and MWAA1C30C

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14.Amazon API Gateway

1.Skill Introduction1C30C

2.Meet the API Gateway1C30C

3.Our Exercise Design1C30C

4.Creating our First API Gateway1C30C

5.Configuring as a Proxy1C30C

6.Creating our Lambda Function1C30C

7.Connecting Lambda to the API Gateway1C30C

8.Teardown1C30C

9.Validation Amazon API Gateway1C30C

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squirrellambda.zip

15.AWS CloudFormation and AWS SAM

1.Skill Introduction1C30C

2.Developer Tools on AWS1C30C

3.Infrastructure as Code and AWS CloudFormation1C30C

4.Our First CloudFormation1C30C

5.Meet SAM1C30C

6.Initializing our SAM Application1C30C

7.Building our SAM Application1C30C

8.Deploying our SAM Application1C30C

9.Running our SAM Application1C30C

10.Validation AWS CloudFormation and AWS SAM1C30C

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app.zip

s3bucket.zip

saved url-their Github repository.txt

template.zip

16.AWS Machine Learning Tools for Data Engineers

1.Skill Introduction1C30C

2.Distinction Between ML and AI1C30C

3.AWS AI Landscape1C30C

4.ML Service for Data Engineering1C30C

5.SageMaker Canvas1C30C

6.Data Wrangler1C30C

7.ML Model Data Preparation1C30C

8.Model Development1C30C

9.Model Predictions1C30C

10.Teardown1C30C

11.Validation AWS Machine Learning Tools for Data Engineers1C30C

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17.Amazon OpenSearch and AWS Lake Formation

1.Skill Introduction1C30C

2.AWS Lake Formation1C30C

3.The Amazon OpenSearch Saga1C30C

4.Creating an OpenSearch Cluster1C30C

5.Touring OpenSearch1C30C

6.Importing Data into OpenSearch1C30C

7.Analytics within OpenSearch1C30C

8.Teardown1C30C

9.Validation Amazon OpenSearch and AWS Lake Formation1C30C

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تولید کننده: CBT Nuggets