AWS Glue : A Comprehensive Guide for Beginners

سرفصل های دوره

Simplifying Data Discovery, Preparation and Loading with AWS Glue

1. Introduction

1. Welcome Note

2. AWS Glue - 101

3. Course Overview

2. Core Components

1. Core Components Overview

2. AWS Glue Data Catalog

3. Data Catalog Database

4. Data Catalog Tables

5. Crawler

6. AWS Glue Job

3. Getting Started

1. Getting Started Overview

2. [Optional] Setting Up AWS Account

3. Setting Up IAM User and Role

4. Setting Up Source Data

5. Creating ETL Job in AWS Glue

6. Running and Validating ETL Job

4. Data Discovery

1. Data Catalog and Preparation Overview

2. Crawler Supported Data Stores

3. Glue Connection

4. Demo AWS Glue Connection

5. Crawler Built-In Classifiers

6. Crawler Custom Classifiers.html

7. Demo Creating Custom Classifiers

8. Table Partitions Overview

9. Demo Table Partitions

10. Table Partitions Index Overview.html

11. Demo Table Partition Index

12. Column Statistics Overview

13. Demo Column Statistics

14. References.html

5. Building ETL Jobs with Visual ETL

1. Building ETL Jobs Overview

2. Visual ETL Overview

3. Visual ETL Features

4. [Optional] Apache Spark 101

5. Built In and Custom Transforms Quick Note.html

6. Built-in Transforms

7. Build-In Transforms - Notes.html

8. Demo Custom Transform

6. Building ETL Jobs with Script Editor

1. AWS Glue Script Editor

2. Apache Spark API Core Modules.html

3. AWS Glue API Core Modules.html

4. Demo Build ETL with Script Editor - Spark

5. Script Editor Notes & References.html

7. Build ETL Jobs with Python Shell

1. Python Shell Job in AWS Glue

2. Pandas - 101.html

3. AWS SDK for PythonBoto3 - 101.html

4. Demo Building ETL Job for Python Shell

5. Python Shell Notes and References.html

8. Build ETL Jobs with Interactive Sessions

1. Interactive Sessions Section Overview

2. [optional] Jupyter Notebooks - 101

3. Interactive Sessions Overview

4. Demo Building ETL Jobs with Notebook

5. Demo Building Jobs with Jupyter Notebook

6. Magic Commands

7. Interactive Sessions Notes & References.html

9. AWS Glue Streaming

1. AWS Glue Streaming Overview

2. Demo AWS Glue Streaming - Part 1

3. Demo AWS Glue Streaming - Part 2

4. AWS Glue Streaming Additional Notes.html

10. Building ETL Jobs using Ray

1. What is Ray An Overview

2. Enabling Ray with AWS Glue

3. Demo Sample Ray Job using Script Editor

4. Demo Sample Ray Job using Glue Studio Notebooks

5. ETL Jobs with Ray Notes and References.html

11. Job Configuration

1. Configuration Overview

2. Glue Versions

3. Configuring Properties for Spark Jobs

4. Configuring Properties for Python Shell Jobs

5. Configuring Properties for Ray Jobs

6. AWS CLI - Notes.html

7. [Optional] AWS CLI - 101

8. AWS CLI and AWS Glue

9. Job Parameters

10. Reference Job Configuration.html

12. Monitoring & Logging

1. Job Monitoring

2. Standard Metrics - AWS Glue Spark Jobs

3. Observability Metrics - AWS Glue Spark Jobs

4. Spark UI - AWS Glue Spark Jobs

5. Logging - AWS Glue Spark Jobs

6. Job Run Insights AWS Glue Spark Jobs

7. Monitoring & Logging Additional Notes & References.html

13. Tools

1. Tools Overview

2. AWS CLI and AWS Glue.html

3. [Optional] AWS CloudFormation - 101

4. AWS CloudFormation and AWS Glue

5. AWS SDK and AWS Glue

6. Tools Additional Notes & References.html

14. Conclusion

1. Pricing

2. Conclusion

3. Conclusion References.html

15. Appendix

1. Built-In Transforms Part 2

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