Amazon SageMaker Studio for Data Scientists

Duration : 5 Days (40 Hours)

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
  • Principals and identities
  • Security policies
  • Managing multiple accounts
  • IP addressing
  • VPC fundamentals
  • VPC traffic security
  • Compute services
  • EC2 instances
  • Storage for EC2 instances
  • Amazon EC2 pricing options
  • AWS Lambda
  • Hands-On Lab: Build your Amazon VPC infrastructure
  • Storage services
  • Amazon S3
  • Shared file systems
  • Data migration tools
  • Database services
  • Amazon RDS
  • Amazon DynamoDB
  • Database caching
  • Database migration tools
  • Hands-on Lab: Create a database layer in your Amazon VPC infrastructure
  • Monitoring
  • Alarms and events
  • Load balancing
  • Auto scaling
  • Hands-on Lab: Configure high availability in your Amazon VPC
  • AWS CloudFormation
  • Infrastructure management
  • Microservices
  • Containers
  • Container services
  • VPC endpoints
  • VPC peering
  • Hybrid networking
  • AWS Transit Gateway
  • What is serverless?
  • Amazon API Gateway
  • Amazon SQS
  • Amazon SNS
  • Amazon Kinesis
  • AWS Step Functions
  • Hands-on Lab: Build a serverless architecture
  • Edge fundamentals
  • Amazon Route 53
  • Amazon CloudFront
  • DDoS protection
  • AWS Outposts
  • Hands-On Lab: Configure an Amazon CloudFront distribution with an Amazon S3 origin
  • Disaster planning
  • AWS Backup
  • Recovery strategies
  • Hands-on Lab: Build an AWS multi-tier architecture
  • Multi-account strategies
  • AWS Control Tower
  • AWS Client VPN
  • AWS Site-to-Site VPN
  • AWS Direct Connect
  • Amazon Route 53 Resolver
  • Hands-on Lab: Securing Amazon S3 VPC endpoint communications
  • Cryptography
  • AWS CloudHSM
  • AWS Secrets Manager
  • AWS Transit Gateway
  • AWS Resource Access Manager
  • AWS PrivateLink
  • Hands-On Lab: Configuring AWS transit gateways
  • AWS Shield Advanced
  • AWS Firewall Manager
  • Migration process
  • Migration tools
  • Migrating databases
  • Hands-on Lab: Migrating an on-premises NFS share using DataSync and Storage Gateway
  • 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.

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.

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.

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.

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.

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

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

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  • Interaction and collaboration
  • Networking opportunities
  • Real-time feedback
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  • Familiar environment
  • Confidentiality
  • Team building
  • Immediate application

Training Exclusives

This course comes with following benefits:

  • Practice Labs.
  • Get Trained by Certified Trainers.
  • Access to the recordings of your class sessions for 90 days.
  • Digital courseware
  • Experience 24*7 learner support.

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