In this course, you will learn to: Design a networking infrastructure for a scalable production application, considering design trade-offs between different networking services. Configure networking services for a highly available, resilient, and scalable application. Implement the networking infrastructure according to evolving business requirements. Implement networking best practices to align towards AWS Well-Architected Framework.

In this course, you will learn to: Apply database concepts, database management, and data modeling techniques Evaluate hosting databases on Amazon EC2 instances Evaluate relational database services (Amazon RDS, Amazon Aurora, and Amazon Redshift) and their features Evaluate nonrelational database services (Amazon DocumentDB, Amazon DynamoDB, Amazon ElastiCache, Amazon Neptune, and Amazon QLDB) and their features Examine how the design criteria apply to each service

In this course, you will learn how to: Apply Amazon SageMaker to a specific use case and dataset Practice all the steps of the typical data science process Visualize and understand the dataset Explore how the attributes of the dataset relate to each other Prepare the dataset for training Use built-in algorithms.

This course teaches you how to: • Design a microservices-based architecture that uses containers. • Use Amazon ECS to run and scale a microservices-based application. • Integrate Amazon ECS with other AWS services. Intended Audience

In this course, you will learn to: Review and examine containers, Kubernetes and Amazon EKS fundamentals and the impact of containers on workflows. Build an Amazon EKS cluster by selecting the correct compute resources to support worker nodes. Secure your environment with AWS Identity and Access Management (IAM) authentication by creating an Amazon EKS service role for your cluster Deploy an application on the cluster.

In this course, you will learn how to: Assimilate and leverage the AWS shared security responsibility model Architect and build AWS application infrastructures that are protected against the most common security threats Protect data at rest and in transit with encryption Apply security checks and analyses in an automated and reproducible manner