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Mastering AWS Glue for Data Integration and ETL Processes

Mastering AWS Glue for Data Integration and ETL Processes

$199.00
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Mastering AWS Glue for Data Integration and ETL Processes



Course Overview

This comprehensive course is designed to equip participants with the skills and knowledge required to master AWS Glue for data integration and ETL processes. Upon completion, participants will receive a certificate issued by The Art of Service.



Course Objectives

  • Understand the fundamentals of AWS Glue and its role in data integration and ETL processes
  • Design and implement scalable and secure data pipelines using AWS Glue
  • Develop and deploy ETL jobs using AWS Glue
  • Optimize and troubleshoot AWS Glue jobs for performance and cost
  • Integrate AWS Glue with other AWS services for a seamless data integration experience


Course Outline

Module 1: Introduction to AWS Glue

  • AWS Glue overview and benefits
  • AWS Glue architecture and components
  • AWS Glue use cases and applications
  • Setting up AWS Glue and prerequisites

Module 2: Data Preparation and Crawlers

  • Understanding data preparation and data quality
  • Creating and managing AWS Glue crawlers
  • Configuring crawler settings and schedules
  • Understanding crawler logs and troubleshooting

Module 3: ETL Job Development

  • Introduction to ETL job development in AWS Glue
  • Creating and managing ETL jobs using AWS Glue Studio
  • Writing ETL code using Python and Scala
  • Using AWS Glue ETL libraries and APIs

Module 4: Data Processing and Transformation

  • Understanding data processing and transformation in AWS Glue
  • Using AWS Glue DynamicFrames and DataFrames
  • Applying data transformations and aggregations
  • Handling data quality and data validation

Module 5: Data Storage and Output

  • Understanding data storage options in AWS
  • Writing data to Amazon S3, Amazon Redshift, and other targets
  • Configuring data output formats and compression
  • Using AWS Glue bookmarks and job history

Module 6: Job Optimization and Troubleshooting

  • Understanding job optimization techniques in AWS Glue
  • Monitoring and troubleshooting ETL jobs
  • Using AWS Glue job metrics and logs
  • Optimizing job performance and cost

Module 7: Security and Governance

  • Understanding security and governance in AWS Glue
  • Configuring IAM roles and permissions
  • Using encryption and data protection
  • Auditing and compliance in AWS Glue

Module 8: Integrating AWS Glue with Other AWS Services

  • Understanding integration options with other AWS services
  • Using AWS Glue with Amazon S3, Amazon Redshift, and Amazon DynamoDB
  • Integrating with AWS Lake Formation and AWS IAM
  • Using AWS Glue with AWS Step Functions and AWS Lambda

Module 9: Advanced Topics and Best Practices

  • Understanding advanced topics in AWS Glue
  • Using AWS Glue with Apache Spark and PySpark
  • Implementing data pipelines with AWS Glue workflows
  • Best practices for AWS Glue development and deployment

Module 10: Hands-on Project and Final Assessment

  • Hands-on project: Developing and deploying an ETL job using AWS Glue
  • Final assessment: Multiple-choice questions and project evaluation


Course Features

  • Interactive and engaging content: Video lessons, hands-on labs, and interactive simulations
  • Comprehensive and up-to-date content: Covers the latest features and best practices in AWS Glue
  • Personalized learning experience: Self-paced learning with lifetime access to course materials
  • Expert instructors: Instructors with extensive experience in AWS Glue and data integration
  • Certification upon completion: Certificate issued by The Art of Service
  • Flexible learning: Learn at your own pace, anytime, and anywhere
  • User-friendly and mobile-accessible: Course materials accessible on desktop, tablet, and mobile devices
  • Community-driven: Discussion forums and community support
  • Actionable insights and hands-on projects: Practical experience with real-world applications
  • Bite-sized lessons: Short, focused lessons for easy learning
  • Lifetime access: Access to course materials for a lifetime
  • Gamification and progress tracking: Engaging learning experience with progress tracking


What You'll Receive Upon Completion

Upon completing the course, participants will receive a certificate issued by The Art of Service, validating their skills and knowledge in mastering AWS Glue for data integration and ETL processes.

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