Architecting on AWS – Accelerator -

Amazon SageMaker Studio for Data Scientists

Duration : 5 Days (40 Hours)

Overview

Course Details

Prerequisites

FAQ

Amazon SageMaker Studio for Data Scientists Course Overview

The Architecting on AWS – Accelerator course is specifically tailored for individuals who are adept at quickly assimilating new information. This intensive 5-day program comprehensively covers all aspects of cloud architecture. By consolidating content from the Architecting on AWS and Advanced Architecting on AWS courses, it offers a comprehensive curriculum.

Throughout the course, AWS Authorized Instructors emphasize the utilization of best practices outlined in the AWS Well-Architected Framework. Participants are guided through the process of designing optimal IT solutions based on real-life scenarios. Architectural solutions may vary depending on industry, application types, and business size.

The course modules encompass a wide range of topics, including compute, storage, databases, networking, security, monitoring, automation, containers, serverless architecture, edge services, and backup and recovery. Additionally, the curriculum delves into optimization techniques, the benefits of loosely coupled applications and serverless components, building resilient architectures, and understanding cost considerations.

Hands-on labs are integral to the course, allowing participants to apply the knowledge acquired during lectures and develop practical skills.

Course level: Advanced

Intended audience:

Solutions architects
Solution-design engineers
Developers
People in other IT/cloud roles who want to understand how to design and build cloud architectures

Module 1: Architecting Fundamentals

AWS services
AWS infrastructure
AWS Well-Architected Framework
Hands-On Lab: Explore and interact with the AWS Management Console and AWS Command
Line Interface

Module 2: Account Security

Principals and identities
Security policies
Managing multiple accounts

Module 3: Networking 1

IP addressing
VPC fundamentals
VPC traffic security

Module 4: Compute

Compute services
EC2 instances
Storage for EC2 instances
Amazon EC2 pricing options
AWS Lambda
Hands-On Lab: Build your Amazon VPC infrastructure

Module 5: Storage

Storage services
Amazon S3
Shared file systems
Data migration tools

Module 6: Database Services

Database services
Amazon RDS
Amazon DynamoDB
Database caching
Database migration tools
Hands-on Lab: Create a database layer in your Amazon VPC infrastructure

Module 7: Monitoring and Scaling

Monitoring
Alarms and events
Load balancing
Auto scaling
Hands-on Lab: Configure high availability in your Amazon VPC

Module 8: Automation

AWS CloudFormation
Infrastructure management

Module 9: Containers

Microservices
Containers
Container services

Module 10: Networking 2

VPC endpoints
VPC peering
Hybrid networking
AWS Transit Gateway

Module 11: Serverless

What is serverless?
Amazon API Gateway
Amazon SQS
Amazon SNS
Amazon Kinesis
AWS Step Functions
Hands-on Lab: Build a serverless architecture

Module 12: Edge Services

Edge fundamentals
Amazon Route 53
Amazon CloudFront
DDoS protection
AWS Outposts
Hands-On Lab: Configure an Amazon CloudFront distribution with an Amazon S3 origin

Module 13: Backup and Recovery

Disaster planning
AWS Backup
Recovery strategies
Hands-on Lab: Build an AWS multi-tier architecture

Module 14: Single to Multiple Accounts

Multi-account strategies
AWS SSO
AWS Control Tower

Module 15: Hybrid Connectivity

AWS Client VPN
AWS Site-to-Site VPN
AWS Direct Connect
Amazon Route 53 Resolver
Hands-on Lab: Securing Amazon S3 VPC endpoint communications

Module 16: Securing Data

Cryptography
AWS KMS
AWS CloudHSM
AWS Secrets Manager

Module 17: Connecting Networks

AWS Transit Gateway
AWS Resource Access Manager
AWS PrivateLink
Hands-On Lab: Configuring AWS transit gateways

Module 18: High Availability and DDoS

AWS WAF
AWS Shield Advanced
AWS Firewall Manager

Module 19: Migrating Workloads

Migration process
Migration tools
Migrating databases
Hands-on Lab: Migrating an on-premises NFS share using DataSync and Storage Gateway

Module 20: Optimizing Cost

Cloud cost management
Cost management tools
Cost optimization

Amazon SageMaker Studio for Data Scientists Course Prerequisites:

We recommend that attendees of this course have:

Not attended the Architecting on AWS course
Familiarity with AWS cloud computing, which can be learned in AWS Cloud Practitioner Essentials or AWS Technical Essentials.
Familiarity with TCP/IP networking concepts such as VPNs, routing, subnets/gateways, segments, and user permissions
Familiarity with and knowledge of multi-tier architectures and distributed systems

Q: What is the Architecting on AWS – Accelerator training?

A: The Architecting on AWS – Accelerator training is an intensive program designed to provide architects and solution designers with advanced knowledge and skills in architecting applications on the Amazon Web Services (AWS) platform. The training focuses on advanced architectural principles, best practices, and hands-on exercises to help participants design highly available, scalable, and secure solutions on AWS.

Q: Who should consider taking the Architecting on AWS – Accelerator training?

A: This training is ideal for experienced solution architects, system administrators, and developers who are involved in designing and implementing AWS-based applications. It is suitable for individuals who want to deepen their understanding of AWS architectural concepts, learn advanced techniques, and enhance their ability to design resilient and scalable solutions.

Q: What topics are covered in the Architecting on AWS – Accelerator training?

A: The training covers a wide range of advanced topics, including advanced architectural patterns, high availability and fault tolerance, scalability and elasticity, cost optimization, security and compliance, data storage and management, serverless architecture, and hybrid architectures. It also explores best practices and considerations for designing architectures that align with business requirements.

Q: Are there any prerequisites for taking the Architecting on AWS – Accelerator training?

A: Yes, there are prerequisites for this training. Participants should have completed the Architecting on AWS training or have equivalent experience. It is also recommended to have a strong understanding of core AWS services, AWS Well-Architected Framework, and familiarity with architectural diagrams and design principles.

Q: How can I prepare for the Architecting on AWS – Accelerator training?

A: To prepare for the training, it is recommended to have a solid understanding of AWS services and the AWS Well-Architected Framework. Familiarize yourself with architectural patterns, best practices, and design principles. Review the AWS documentation, whitepapers, and relevant AWS blogs to deepen your knowledge of AWS architectural concepts.

Q: Is the Architecting on AWS – Accelerator training available online?

A: Yes, we offer online training options for the Architecting on AWS – Accelerator course.

Q: How can the Architecting on AWS – Accelerator training benefit my career?

A: The Architecting on AWS – Accelerator training can enhance your career by deepening your architectural knowledge and skills on the

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