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Machine Learning Engineer
Architecting on AWS is aimed at solution architects, solution design engineers and developers seeking an understanding of AWS architectures. In this course, you will learn to identify services and functions to create resilient, secure and highly available IT solutions in the AWS cloud.
Architectural solutions vary by industry, application type and organization size. AWS authorized trainer emphasize best practices using the AWS Well-Architected Framework and guide you through the process of developing optimal IT solutions based on real-world scenarios.
The modules focus on account security, networks, data processing, storage, databases, monitoring, automation, containers, serverless architecture, edge services, and backup and recovery. At the end of the course, you will practice building a solution and confidently apply what you have learned.
1. basics of architecture
- AWS services
- AWS infrastructure
- AWS framework for good architectures
2. account security
- Principals and identities
- Security guidelines
- Management of multiple accounts
3. networking 1
- IP addressing
- VPC basics
- VPC traffic safety
- Hands-on Lab: Exploring and interacting with the AWS Management Console and AWS Command Line Interface
4. data processing
- Compute services
- EC2 instances
- Storage for EC2 instances
- Amazon EC2 pricing options
- AWS Lambda
- Practical Lab: Setting up your Amazon VPC infrastructure
5. storage
- Storage services
- Amazon S3
- Shared file systems
- Tools for data migration
6. database services
- Database services
- Amazon RDS
- Amazon DynamoDB
- Database caching
- Database migration tools
- Practical Lab: Creating a database layer in the Amazon VPC infrastructure
7. monitoring and scaling
- Monitoring
- Alarms and events
- Load balancing
- Automatic scaling
- Practical lab: Configure high availability in the Amazon VPC
8. automation
- AWS CloudFormation
- Infrastructure management
9. container
- Microservices
- Container
- Container services
10. networking 2
- VPC endpoints
- VPC peering
- Hybrid networking
- AWS transit gateway
11. serverless
- What is serverless?
- Amazon API Gateway
- Amazon SQS
- Amazon SNS
- Amazon Kinesis
- AWS step functions
- Practical lab: Building a serverless architecture
12. edge services
- Edge basics
- Amazon Route 53
- Amazon CloudFront
- DDoS protection
- AWS outposts
- Practical lab: Configuring an Amazon CloudFront distribution with an Amazon S3 origin
13. backup and restore
- Disaster planning
- AWS backup
- Strategies for recovery
14th Practical Lab: Capstone Lab
Building an AWS multi-tier architecture. Participants review the concepts and services learned in class and create a solution based on a scenario. The lab environment provides partial solutions to encourage analysis and reflection. Participants provide a highly available architecture. trainer is available for consultation.
- Identify the basic practices for the AWS architecture
- Summarizing the basics of account security
- Identify strategies to build a secure virtual network that includes private and public subnets
- Practice building a multi-tier architecture in AWS
- Identify strategies for selecting appropriate computing resources based on business use cases
- Compare and contrast AWS storage products and services based on business scenarios
- Compare and contrast AWS database services based on business requirements
- Identify the role of monitoring, load balancing and automatic scaling responses based on business requirements
- Identify and discuss AWS automation tools that support the setup, maintenance and further development of the infrastructure
- Discuss hybrid networks, network peering and gateway and routing solutions to expand and secure the infrastructure
- Exploring AWS container services for the rapid implementation of an infrastructure-independent, portable application environment
- Identify the business and security benefits of AWS serverless services using business cases
- Discuss the way AWS edge services handle latency and security
- Investigate AWS backup and recovery solutions and best practices to ensure resiliency and business continuity
This course prepares you to achieve the following official AWS certification:
- AWS Certified Solutions Architect Associate
This course consists of 3 full-day sessions led by a trainer who supervises the participants live. The course consists of theoretical parts with live demonstrations and practical lab exercises. This course takes place via Zoom. Please refer to the seminar description for prerequisites and topics covered.
This course is aimed at the following job roles:
- Solution Architect
- Cyber Security
Prior attendance of the following two courses (or equivalent knowledge) is recommended:
AWS Technical Essentials
AWS Security Essentials
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