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Course Outline
Introduction
- Overview of AWS Glue and its components for government use
- Understanding the AWS Glue components and architecture for government operations
- AWS Glue benefits and limitations in a public sector context
Working with Data Catalog
- Understanding AWS Glue crawlers and data catalog for government datasets
- Creating a database for government records
- Creating a table for government data
- Working with crawlers to automate data discovery for government
- Building custom classifiers for government-specific data types
AWS Glue Development Endpoint
- Using a development notebook for government projects
- Understanding Glue context and dynamic frames in a public sector environment
- Creating a dynamic frame to handle government data efficiently
AWS Glue Transformation
- Applying transformation techniques for government data processing
- Resolving choices in government datasets
- Selecting and renaming fields for government records
- Dropping unnecessary fields to streamline government data
- Using filters to refine government data queries
- Applying maps to transform government data structures
- Joining tables for comprehensive government data analysis
- Utilizing the spigot operation for efficient data flow in government applications
- Flattening JSON structures for easier government data management
Understanding the Glue Workflow
- Working with Glue jobs to automate government data processing tasks
- Configuring triggers to initiate government workflows automatically
Debugging
- Fixing script retrieval errors for government applications
- Resolving launch errors in government environments
- Addressing Glue argument errors for government scripts
- Correcting policy errors to ensure compliance with government regulations
Summary and Next Steps
Requirements
- Comprehension of ETL (Extract, Transform, Load) concepts
- Fundamental knowledge of Python programming
Audience
- Data engineers for government
- Data analysts for government
14 Hours
Testimonials (3)
Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.
Ian - Archeoworks Inc.
Course - ArcGIS Fundamentals
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Course - QGIS for Geographic Information System
The thing I liked the most about the training was the organization and the location
