Building a Multi-Region, Multi-Country Data Platform at Scale

סקירה כללית

סילבוס

• Course Introduction
Overview of the BBVA Global Data Platform
Course Objectives and Outcomes
• Introduction to Data Architecture
Data Lake and Data Mesh Concepts
Advantages of Multi-Region and Multi-Country Data Platforms
• Understanding AWS Services Used for Data Platforms
Key AWS Services: S3, Glue, Athena, Redshift, and EMR
Introduction to AWS Regions and Availability Zones
• Migration Strategies
Evaluation of Current Data Architecture
Planning and Executing Data Migration to AWS
Case Studies of Successful Data Migrations
• Designing for Multi-Region Deployment
Considerations for Cross-Region Data Replication
Ensuring Data Consistency and Availability
Cost Optimization Strategies
• Security Controls
Implementing AWS Security Best Practices
Access Management and Data Encryption
Compliance and Regulatory Considerations
• Automated Tools and Processes
Infrastructure as Code: Terraform and AWS CloudFormation
CI/CD Pipelines for Data Deployments
Monitoring and Logging with AWS CloudWatch
• Building a Resilient Data Platform
Failover and Disaster Recovery Strategies
Scaling for Performance and Capacity
• Case Study: BBVA Implementation
Challenges Faced and Solutions Implemented
Lessons Learned and Best Practices
• Capstone Project
Design and Prototype a Multi-Region Data Platform
Present Findings and Share Solutions
• Course Review and Next Steps
Summary of Key Learnings
Resources for Continued Learning

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נושאים

Business