Mastering AWS Glue for Data Integration and ETL Pipelines
Course Overview This comprehensive course is designed to equip you with the skills and knowledge needed to master AWS Glue for data integration and ETL pipelines. Upon completion, you will receive a certificate issued by The Art of Service.
Course Curriculum Chapter 1: Introduction to AWS Glue
- AWS Glue Overview: Understanding the features and benefits of AWS Glue
- AWS Glue Architecture: Exploring the components and architecture of AWS Glue
- AWS Glue Use Cases: Real-world applications and use cases for AWS Glue
Chapter 2: Setting Up AWS Glue
- Creating an AWS Glue Account: Step-by-step guide to setting up an AWS Glue account
- Configuring IAM Roles and Permissions: Understanding IAM roles and permissions for AWS Glue
- Setting Up AWS Glue Data Catalog: Configuring and managing the AWS Glue Data Catalog
Chapter 3: Data Integration with AWS Glue
- Data Sources and Targets: Understanding the various data sources and targets supported by AWS Glue
- Creating Data Connections: Step-by-step guide to creating data connections in AWS Glue
- Data Transformation and Mapping: Understanding data transformation and mapping in AWS Glue
Chapter 4: ETL Pipelines with AWS Glue
- Introduction to ETL Pipelines: Understanding the concept of ETL pipelines and their importance
- Creating ETL Jobs: Step-by-step guide to creating ETL jobs in AWS Glue
- Configuring ETL Job Parameters: Understanding and configuring ETL job parameters
- Monitoring and Troubleshooting ETL Jobs: Best practices for monitoring and troubleshooting ETL jobs
Chapter 5: Advanced AWS Glue Features
- AWS Glue Data Quality: Understanding data quality features in AWS Glue
- AWS Glue Data Lineage: Understanding data lineage features in AWS Glue
- AWS Glue Machine Learning: Integrating machine learning with AWS Glue
Chapter 6: Security and Governance
- Security Best Practices: Understanding security best practices for AWS Glue
- Data Encryption: Understanding data encryption options in AWS Glue
- Access Control and Identity Management: Understanding access control and identity management in AWS Glue
Chapter 7: Performance Optimization
- Performance Tuning: Best practices for performance tuning in AWS Glue
- Optimizing ETL Jobs: Techniques for optimizing ETL jobs in AWS Glue
- Monitoring and Logging: Understanding monitoring and logging options in AWS Glue
Chapter 8: Real-World Applications and Case Studies
- Real-World Use Cases: Exploring real-world use cases for AWS Glue
- Case Studies: In-depth analysis of case studies using AWS Glue
Chapter 9: Hands-on Projects and Exercises
- Hands-on Project 1: Creating an ETL pipeline using AWS Glue
- Hands-on Project 2: Integrating AWS Glue with other AWS services
- Hands-on Project 3: Optimizing ETL job performance
Course Features - Interactive and Engaging: Learn through interactive lessons and engaging exercises
- Comprehensive and Up-to-date: Stay up-to-date with the latest features and best practices
- Personalized Learning: Learn at your own pace and convenience
- Practical and Real-world Applications: Apply your knowledge to real-world scenarios
- High-quality Content: Access high-quality content created by expert instructors
- Certification: Receive a certificate upon completion issued by The Art of Service
- Flexible Learning: Learn at your own pace and convenience
- User-friendly and Mobile-accessible: Access course materials on-the-go
- Community-driven: Join a community of learners and experts
- Actionable Insights: Gain actionable insights and knowledge
- Hands-on Projects: Apply your knowledge through hands-on projects
- Bite-sized Lessons: Learn through bite-sized lessons and modules
- Lifetime Access: Access course materials for a lifetime
- Gamification and Progress Tracking: Track your progress and stay motivated
Upon Completion Upon completing this course, you will receive a certificate issued by The Art of Service, demonstrating your expertise in Mastering AWS Glue for Data Integration and ETL Pipelines.,
Chapter 1: Introduction to AWS Glue
- AWS Glue Overview: Understanding the features and benefits of AWS Glue
- AWS Glue Architecture: Exploring the components and architecture of AWS Glue
- AWS Glue Use Cases: Real-world applications and use cases for AWS Glue
Chapter 2: Setting Up AWS Glue
- Creating an AWS Glue Account: Step-by-step guide to setting up an AWS Glue account
- Configuring IAM Roles and Permissions: Understanding IAM roles and permissions for AWS Glue
- Setting Up AWS Glue Data Catalog: Configuring and managing the AWS Glue Data Catalog
Chapter 3: Data Integration with AWS Glue
- Data Sources and Targets: Understanding the various data sources and targets supported by AWS Glue
- Creating Data Connections: Step-by-step guide to creating data connections in AWS Glue
- Data Transformation and Mapping: Understanding data transformation and mapping in AWS Glue
Chapter 4: ETL Pipelines with AWS Glue
- Introduction to ETL Pipelines: Understanding the concept of ETL pipelines and their importance
- Creating ETL Jobs: Step-by-step guide to creating ETL jobs in AWS Glue
- Configuring ETL Job Parameters: Understanding and configuring ETL job parameters
- Monitoring and Troubleshooting ETL Jobs: Best practices for monitoring and troubleshooting ETL jobs
Chapter 5: Advanced AWS Glue Features
- AWS Glue Data Quality: Understanding data quality features in AWS Glue
- AWS Glue Data Lineage: Understanding data lineage features in AWS Glue
- AWS Glue Machine Learning: Integrating machine learning with AWS Glue
Chapter 6: Security and Governance
- Security Best Practices: Understanding security best practices for AWS Glue
- Data Encryption: Understanding data encryption options in AWS Glue
- Access Control and Identity Management: Understanding access control and identity management in AWS Glue
Chapter 7: Performance Optimization
- Performance Tuning: Best practices for performance tuning in AWS Glue
- Optimizing ETL Jobs: Techniques for optimizing ETL jobs in AWS Glue
- Monitoring and Logging: Understanding monitoring and logging options in AWS Glue
Chapter 8: Real-World Applications and Case Studies
- Real-World Use Cases: Exploring real-world use cases for AWS Glue
- Case Studies: In-depth analysis of case studies using AWS Glue
Chapter 9: Hands-on Projects and Exercises
- Hands-on Project 1: Creating an ETL pipeline using AWS Glue
- Hands-on Project 2: Integrating AWS Glue with other AWS services
- Hands-on Project 3: Optimizing ETL job performance