Machine Learning

What are the Benefits of Machine Learning in the Cloud?

Guy Hummel and Jeremy Cook
August 23, 2018

A Comparison of Machine Learning Services on AWS, Azure, and Google CloudArtificial intelligence and machine learning are steadily making their w...

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  • AWS
  • Azure
  • Google Cloud
  • Machine Learning

AI-Driven Automated Testing to Enhance Continuous Delivery

Tyler Stearns
May 30, 2018

The demand for continuous delivery has changed the approach to development and release tools, especially in keeping up with the high demand of DevO...

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  • Machine Learning & AI

New on Cloud Academy: Machine Learning on Google Cloud and AWS, Big Data Analytics, Terraform, and more

Cloud Academy Team
May 3, 2018

A 2017 IDC White Paper "recommend[s] that organizations that want to get the most out of cloud should train a wide range of stakeholders on cloud f...

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  • Machine Learning & AI

How to Develop Machine Learning Models in TensorFlow

Logan Rakai
February 28, 2018

Predictive analytics and automation—through AI and machine learning—are increasingly being integrated into enterprise applications to support decis...

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  • Amazon Machine Learning
  • AWS
  • AWS Labs

New on Cloud Academy, January ’18: Security, Machine Learning, Containers, and more

Cloud Academy Team
January 18, 2018

LEARNING PATHSIntroduction to KubernetesKubernetes allows you to deploy and manage containers at scale. Created by Google, and now supported ...

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  • Amazon Machine Learning
  • Docker
  • Security

Popular Articles

— June 26, 2018

Disadvantages of Cloud Computing

If you want to deliver digital services of any kind, you’ll need to compute resources including CPU, memory, storage, and network connectivity. Which resources you choose for your delivery, cloud-based or local, is up to you. But you’ll definitely want to do your homework first.Cloud ...

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  • AWS
  • Azure
  • Cloud Computing
  • Google Cloud
— October 18, 2018

Microservices Architecture: Advantages and Drawbacks

Microservices are a way of breaking large software projects into loosely coupled modules, which communicate with each other through simple Application Programming Interfaces (APIs).Microservices have become increasingly popular over the past few years. The modular architectural style,...

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  • AWS
  • Microservices
— January 24, 2019

The 9 AWS Certifications: Which is Right for You and Your Team?

As companies increasingly shift workloads to the public cloud, cloud computing has moved from a nice-to-have to a core competency in the enterprise. This shift requires a new set of skills to design, deploy, and manage applications in the cloud.As the market leader and most mature p...

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  • AWS
  • AWS certifications
— July 11, 2018

AWS Certification Practice Exam: What to Expect from Test Questions

If you’re building applications on the AWS cloud or looking to get started in cloud computing, certification is a way to build deep knowledge in key services unique to the AWS platform. AWS currently offers nine certifications that cover the major cloud roles including Solutions Archite...

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  • AWS
— January 27, 2015

Building Ansible Playbooks Step-by-Step

Learn to build Ansible playbooks with our guide, one step at a timeIn our previous posts, we introduced Ansible fundamentals, and dove deeper into Ansible playbooks. Now let's learn to create an Ansible playbook step by step. Working with a playbook, we'll go from deploying a simple H...

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— November 10, 2018

S3 FTP: Build a Reliable and Inexpensive FTP Server Using Amazon’s S3

Is it possible to create an S3 FTP file backup/transfer solution, minimizing associated file storage and capacity planning administration headache?FTP (File Transfer Protocol) is a fast and convenient way to transfer large files over the Internet. You might, at some point, have conf...

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  • Amazon S3
  • AWS
— February 21, 2017

What Exactly is a Cloud Architect and How do You Become One?

Note from Editor: Readers can explore the latest trends in technical skills in demand for Cloud Architects using Cloud Roster™, the data-driven job role matrix updated weekly.One of the buzzwords surrounding the cloud that I am sure everyone reading this post has heard of is "Cloud ...

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  • AWS
  • Cloud Computing
— April 29, 2014

Prerequisites to Learn Cloud Computing – Introduction

Learn Cloud Computing:  Basic Requirements IntroductionWhat are the prerequisites and requirements to start learning Cloud Computing?This is the first article in a series to introduce our members to the Prerequisites to learning  Cloud Computing. This was a question I got a thousa...

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  • Cloud Computing
— August 17, 2018

How to Use AWS CLI

The AWS Command Line Interface (CLI) is for managing your AWS services from a terminal session on your own client, allowing you to control and configure multiple AWS services.So you’ve been using AWS for awhile and finally feel comfortable clicking your way through all the services....

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  • AWS
— September 8, 2015

What is Cloud Foundry? Key benefits and a real use case

Unlike most other Cloud Computing platform services, which are tied to particular cloud providers, Cloud Foundry is available as a stand-alone software package. You can, of course, deploy it on Amazon's AWS, but you can also host it yourself on your own OpenStack server, or through HP's...

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  • Azure
— June 23, 2016

How Does Cloud Computing Work?

Whether you're looking to become a cloud engineer or you're a manager wanting to gain more knowledge, learn the basics of how cloud computing works.Are you wondering about how cloud computing actually works? I'll explain the basic principles behind this technology. Cloud computing pre...

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  • Cloud Computing
— April 1, 2015

AWS CLI: 10 Useful Commands You May Not Know

The AWS CLI should be your best friendThe AWS console is certainly very well laid out and, with time, becomes very easy to use. However if you are not using the AWS CLI (Command Line Interface) from your local terminal, you may be missing out on whole lot of great functionality and sp...

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  • AWS

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