Learn how Amazon SageMaker mitigates the core challenges of implementing a machine learning pipeline. In this course, you learn how SageMaker notebooks and instances help power your machine learning workloads and review the key Amazon SageMaker features.

What is machine learning? How can machine learning solve business problems? When is it appropriate to use a machine learning model? What are the phases of a machine learning pipeline? In this course, you get an overview of the concepts, terminology, and processes of the exciting field of machine learning!

AWS Glue is a serverless data integration service that you can use to discover, prepare, and combine data for analytics, machine learning, and application development. In this course, you will learn the benefits, typical use cases, and technical concepts of AWS Glue, including AWS Glue Studio and AWS Glue DataBrew. DataBrew is a new visual data preparation tool that helps data analysts and data scientists clean and normalize data to prepare it for analytics and machine learning. You will have an opportunity to try the service through a demonstration using the AWS Management Console.

This course discusses Hadoop architectures and how large sets of data are stored and processed. You will also learn the several tools used in the Data Analytics process such as MapReduce, Hive, Pig and many more.

This course introduces AWS Lambda and teaches you the basics of how you configure it to connect to other AWS services

This is an introduction to the various machine learning services in Amazon Web Services (AWS)

⛔️ This has been decommissioned by AWS.

Alternatively, you can use the course from the AWS Skill Builder site by going to this link: https://explore.skillbuilder.aws/learn/course/external/view/elearning/472/aws-managed-services-ams-onboarding

This is an introduction to the various management and governance services in Amazon Web Services (AWS).

Migration Evaluator quickly delivers optimized cost-modeling scenarios for your workloads on Amazon Web Services (AWS). It simplifies on-premises analysis of compute, local storage, memory, and Microsoft licenses. Migration Evaluator algorithmically helps you determine the best-fit, lowest-cost placement for each workload. Learn the value of Migration Evaluator and how we can assist you in building your business case for the AWS Cloud.

This is an introduction to the various monitoring services in Amazon Web Services (AWS).

This learning experience is for anyone with a fundamental knowledge of Amazon Web Services (AWS) independent of specific technical roles. However, this course aims to support IT professionals interested in learning how to network within the AWS Cloud.

This is an introduction to the various networking services in Amazon Web Services (AWS).

In this course, you will learn the benefits and technical concepts of AWS Organizations. Using Organizations, you can manage accounts and consolidate billing capabilities so you can better meet the budgetary, security, and compliance needs of your organization. As an administrator of an organization, you can consolidate multiple Amazon Web Services (AWS) accounts and manage them centrally. In this course, you will also review the basics of Organizations and the business and technical challenges it can solve.

In this course, you will learn about AWS offerings designed to facilitate the practice of encryption throughout your data's AWS cloud lifecycle. You will also have the option to review encryption concepts and practice selecting AWS offerings to meet common encryption needs.

In this self-paced course, you will learn fundamental AWS cloud security concepts, including AWS access control, data encryption methods, and how network access to your AWS infrastructure can be secured. We will address and your security responsibility in the AWS cloud and the different security-oriented services available.

This is an introduction to the various security, identity, and compliance services in Amazon Web Services (AWS).

This is an introduction to the various storage services in Amazon Web Services (AWS).

AWS Technical Essentials introduces you to essential AWS services and common solutions. The course covers the fundamental AWS concepts related to compute, database, storage, networking, monitoring, and security. You will start working in AWS through hands-on course experiences. The course covers the concepts necessary to increase your understanding of AWS services, so that you can make informed decisions about solutions that meet business requirements. Throughout the course, you will gain information on how to build, compare, and apply highly available, fault tolerant, scalable, and cost-effective cloud solutions.

In this course, .NET developers and Microsoft technology practitioners discover .NET integrated development environment (IDE) toolkits, and AWS libraries for .NET. Learn how to use these and other AWS tools to develop, run, and modernize .NET applications on Amazon Web Services (AWS).

⛔️ This has been decommissioned by AWS.

Alternatively, you can check other courses from the AWS Skill Builder site by going to this link: https://skillbuilder.aws/