cloud computing

Overview In enterprise environments, the architectural style of microservices is gaining momentum. In this course, you will learn why microservices are well-suited to modern cloud environments which require short development and delivery cycles. You will learn the characteristics of...

Overview This course provides an introduction to Microclimate, an end-to-end development environment that lets you rapidly create, edit, and deploy applications that run in containers. Microclimate can be installed locally, or on IBM Cloud Private, where you can create a pipeline for continuous...

Overview In this course, you learn how to install the Kubernetes command-line interface (CLI), and create a Kubernetes cluster on which to run applications. Hands-on tutorials show you how to deploy microservices to a Kubernetes cluster. You also learn about securing and managing a Kubernetes...

Overview IBM Cloud Private is an application platform for developing and managing on-premises, containerized applications. It includes the container orchestrator Kubernetes, a private image repository, a management console, and monitoring frameworks. In this course, you learn how to install and...

Overview This online course equips students to build highly reliable and efficient solutions on Google Cloud Platform, using proven design patterns and principles derived from Google Site Reliability Engineering (SRE). It is a continuation of the Architecting with Google Cloud Platform...

Overview This course is part of the Microsoft Professional Program Certificate in Big Data. When you need to scale your data warehouse's storage and processing capabilities in minutes, not months, you need a cloud-based massively parallel processing solution. In this computer science course...

Overview New to the cloud and not sure where to begin? This introductory course, taught by cloud experts from The Linux Foundation, will help you grasp the basics of cloud computing and comprehend the terminology, tools and technologies associated with today’s top cloud platforms. Understanding...

Overview This course is part of the Microsoft Professional Program in Cloud Administration. Whether solving for hardware obsolescence cycles, quicker time to market, or enabling disaster recovery, organizations should consider moving some on premises resources to the cloud. This course will...

Overview Does your team use Cloud Foundry to deploy applications? Or would you like to use Cloud Foundry, but haven't had time to learn the lingo? Then this course is just what you need! Cloud Foundry makes it simple for developers to deliver business value more quickly, without wasting time...

Overview This course is part of the Microsoft Professional Program in DevOps. This technology-agnostic course begins by explaining the benefits of distributed cloud applications with an emphasis on maintaining high-availability and scalability in a cost-effective way while also dealing with...

Overview IT Support: Cloud Fundamentals is designed to introduce the core cloud concepts to IT Support learners. This course provides an historical perspective of how IT has evolved to the point where it is now using cloud solutions. The course examines the different types of cloud solutions...

Overview Organizations are increasingly moving their critical information and assets to the cloud. Understand the technology, best practices, and economics of cloud computing, and the rewards and risks of this rush to the cloud. In this course, part of the Cloud Computing MicroMasters program...

Overview The exciting field of Cloud Computing is rapidly changing how businesses operate today. Cloud computing provides rapid access to shared pools of resources, such as: compute, storage, networks, applications, services, or libraries using an on-demand, utility-based model. The...

Overview As Cloud Computing shapes businesses of all sizes, it is vital to understand the technologies behind cloud infrastructure, both public and private. This course, part of the Cloud Computing MicroMasters program, focuses on components of Infrastructure as a Service (IaaS) cloud service...

Overview How do you protect the critical data that is increasingly being stored in the cloud? Learn how to build a security strategy that keeps data safe and mitigates risk. In this course, part of the Cloud Computing MicroMasters program, you will be introduced to industry best practices for...

Overview Understand high performance computing (HPC) in the cloud This online course provides an advanced, graduate-level introduction to using cloud computing for high performance computing (HPC) workloads. The course will cover a wide range of topics from cloud architecture and infrastructure...

Overview >>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: Terms of Service | Qwiklabs <<< What is machine learning, and what kinds of problems can it solve? Google thinks about machine learning slightly differently -- of...

Overview Starting from a history of machine learning, we discuss why neural networks today perform so well in a variety of data science problems. We then discuss how to set up a supervised learning problem and find a good solution using gradient descent. This involves creating datasets that...

Overview We introduce low-level TensorFlow and work our way through the necessary concepts and APIs so as to be able to write distributed machine learning models. Given a TensorFlow model, we explain how to scale out the training of that model and offer high-performance predictions using Cloud...

Overview >>> By enrolling in this course you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: Terms of Service | Qwiklabs <<< Want to know how you can improve the accuracy of your machine learning models? What about how to find which data columns make the most useful...