AWS Glue – The Complete Masterclass

سرفصل های دوره

Master building complete AWS Glue ETL Pipelines, Glue Data Quality, Glue Data Brew along with other AWS resources

1. Introduction

1. Introduction

2. Course Overview

3. Glue Pipeline Resources (Section 2,3 and 5) Overview

2. Glue Resources Setup Part 1 - IAM, KMS, SNS

1. Section Overview

2. IAM 101 - Authentication, Authorization and Identities

3. IAM Lab - Setting Up Users and User Group

4. IAM Lab - Setting Up IAM Role

5. I AM 101 - Policies

6. KMS 101 And KMS Lab - Setting Up KMS Key

7. AWS SNS 101

8. Recap

9. Create GlueJobRole.html

3. Glue Resources Setup Part 2 - S3, AWS CLI , CloudFormation and CloudWatch

1. Section Overview

2.1 bucketpolicy_access_gluejobrole1.zip

2.2 bucketpolicy_example_noaccess.zip

2. AWS S3 101

3. AWS CLI 101

4. Configuring AWS CLI using IAM User Credentials

5.1 Sample CloudFormation Template.html

5. AWS Cloudformation 101

6. Create S3 Bucket - awsglueudemycourse-datasoup-gluejob2-source.html

7. Optional Assignment - Create S3 Bucket for GlueJob1 target -.html

4. Creating Bucket And Uploading Data For the Course

1. Section Overview

2.1 Glue-MasterClass.zip

2. Course Materials

3. Creating S3 Buckets

4. Uploading Data to S3 Buckets

5. Upload sample.csv file to bucket.html

5. Glue Resources SetUp Part 3 - Glue Catalog, Crawler

1. Section Overview

2.1 DataCatalog AWS Document.html

2. AWS Glue Catalog 101

3. AWS Glue Crawler 101

4.1 Crawler Classifier AWS Document.html

4. AWS Glue Crawler Classifier 101

5. Crawler Lab - First Glue Crawler Creation

6. First Glue Crawler Running

7. Crawler Lab - Second Glue Crawelr Creation

8. Crawler Lab - Third Glue Crawelr Creation

9. Crawler Lab - Forth Glue Crawler Creation

10. Crawler Lab - Fifth Glue Crawler Creation And Running

11.1 Glue Job Libraries.html

11. AWS Glue Job 101

12. AWS Glue Trigger 101

13. AWS Glue Workflow 101

14. Recap

6. CloudFormation Templates

1. Section Overview

2. CloudFormation Templates 101

3. First Glue Pipeline - CFN Templates

4. Second Glue Pipeline - CFN Templates

5. Glue Job 345 - CFN Template

6. Recap CFN Template Update

7. Upload CFN Templates to S3

7. Frist AWS Glue Pipeline Creation

1. Section Overview

2. Getting Ready For Glue Pipeline Creation

3. Deploying Glue Pipeline Stack Using CloudFormation

4. CloudFormation Template Deployment Debugging

5. Analyzing Glue Job Script And Running The Job

6. Going Through The Log And Verifying Job Output

8. AWS Glue Job Debugging

1. Section Overview

2. Section Prerequisite

3. Fix Error Retrieving The Script

4. Fix Launch Error And Glue Argument Error

5.1 bucketpolicy_access_gluejobrole1.zip

5. Fix Resource Policy Error - Error Reading From Source Bucket

6. Fix Identity Policy Error - Error Reading The Key

7. Workflow Running GlueJob2

8. Recap

9. Glue Streaming Job

1. Section Oveerview

2. Getting Ready For Glue Streaming Pipeline

3. Deploying Glue Streaming Job Infrastructure

4. Lab - Creating Python Shell Glue Job For Stream Generation

5. Lab - Creating Glue Streaming Loading Job

6. Lab- Creating Glue Streaming Transforming Job

7. Recap Before Running All Three Glue Streaming Jobs

8. Running Glue Streaming Generator Job

9. Running Glue Streaming Transformation Job

10. Section Recap

10. Glue Data Quality

1. Section Overview

2. Data Quality 101

3. Setting Up Data Quality Rule Set

4. Glue Job With Data Quality Check

5. Running the Glue Job

6. Setting Up Glue Data Quality CloudWatch Metrics

7. Receiving Alerts for Data Quality Issues

11. Glue Data Brew

1. Section Overview

2. Data Brew 101

3. Create DataSource and Profile Data

4. Create Project and Review Data Profile Output

5. Create and Publish Recipe

6. Create Job by Using Published Recipe

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تولید کننده: Udemy-Training