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This Playlist is an unordered collection of supplemental labs that have relevance to the classroom training Amazon SageMaker Studio for Data Scientists. Students of that class may find the labs in this playlist to be useful hands-on practice.

This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some…

With Amazon Security Lake, you can automatically centralize security data from various sources into a purpose-built data lake in your account. These sources include Amazon Web Services (AWS) and software as a service (SaaS) providers, on premises,…

In this course, you will learn how to view configuration information, monitor processes, and gather diagnostic data about Amazon Simple Email Service (Amazon SES). You will also learn how to use this information to help troubleshoot common issues…

Amazon Simple Email Service (Amazon SES) is a cloud-based service that helps you send and receive emails for your business and customer communications. Amazon SES provides a dependable way to send marketing messages, transactions, notifications,…

In this course, you will learn how to view configuration information, monitor processes, and gather diagnostic data about Amazon Simple Notification Service (Amazon SNS). You will also learn how to use this information to help troubleshoot common…

With Amazon SNS, you can send messages or notifications to multiple recipients quickly and reliably. In this course, you will learn the benefits and technical concepts of Amazon SNS. If you are new to the service, you will learn how to start using…

In this course, you will learn how to gather information about Amazon Simple Storage Service (Amazon S3). Use this information to help troubleshoot common issues and provide effective support case details if you need to escalate to Amazon Web…

Disasters, such as data center failures, cyberattacks, or even user error can cause data loss or corruption. Implementing a business continuity and disaster recovery strategy can help you recover from disasters and data loss and resume operations…

With Amazon S3, you can lower costs without sacrificing performance. Amazon S3 lets you take control of costs and continuously optimize your spending. In this course, you learn about the techniques you can use to optimize your Amazon S3 costs. You…

Amazon Simple Storage Service (Amazon S3) Essentials - Beyond the Basics provides you with the opportunity to gain the skills necessary to start building and securing resources in Amazon S3. In this course you first learn how to manage, configure,…

As your organization and business grow, more users, applications, and other AWS services interact with your objects residing in Amazon S3. Optimizing performance of such interactions can help you minimize downtime, increase efficiency, and improve…