Cloud computing has become a go-to model for many companies as they prioritize as-a-service providers in 2021. Everything is making its way towards the cloud, whether it's infrastructure, applications, software, services, products, or operating system. Cloud computing is classified under three categories such as Infrastructure as a Service (IaaS), Software as a Service (SaaS), and Platform as a Service (PaaS).
IaaS offers the entire IT computing infrastructure, and its key components are used to replace the existing development and test environment, website hosting, virtual machines, storage, backup, and many more.
The PaaS offers a full development and deployment environment in the cloud. This includes the test, QA, debugging, dev, deployment tools, and services. The SaaS component of cloud computing is software developed and hosted by a third party. Individuals and companies can use them whenever required.
Best cloud platforms:
Google, Microsoft, and Amazon dominate the public cloud landscape, providing the flexible, reliable, and safest cloud services. The key cloud tools offered by them are:
AWS – AWS offers an AI-powered camera – DeepLens to develop and deploy machine learning algorithms. It is used for optical character recognition and image or object recognition. SageMaker is used to train and deploy the ML models. It has the Lex conversational interface that powers a serverless computing service.
Azure – Microsoft offers cognitive services, including Text Analytics API, Computer Vision API, Bing Web Search API, Face API, and Custom Vision Service. Azure backup is a service that links Windows Server Backup in Windows Server 2016 and Windows Server 2021 R2.
Google Cloud – Google Cloud offers APIs for natural language, translation, speech, and more. With TensorFlow, Google Cloud is now dominating AI development. TensorFlow is an open-source software library for building ML applications.
Since all the cloud providers offer the best services to the clients, cloud providers must be chosen based on the requirement. Learn more about them with the best cloud computing courses online at EkasCloud.
Relevant courses that you may be interested in: