Tag: Amazon Machine Learning

AWS Machine Learning Services

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Stuart Scott
July 2, 2019

The speed at which machine learning (ML) is evolving within the cloud industry is exponentially growing, and public cloud providers such as AWS are...

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  • Amazon Machine Learning
  • AWS
  • AWS re:Invent
  • Machine Learning

How to Develop Machine Learning Models in TensorFlow

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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

Analyze CPU vs. GPU Performance for AWS Machine Learning

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Cloud Academy Team
January 30, 2018

For teams training complex machine learning models, time and cost are important considerations. In the cloud, different instance types can be emplo...

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  • Amazon Machine Learning
  • AWS

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

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Cloud Academy Team
January 18, 2018

LEARNING PATHS Introduction to Kubernetes Kubernetes allows you to deploy and manage containers at scale. Created by Google, and now supported ...

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  • Amazon Machine Learning
  • Docker
  • Security

AWS Global Infrastructure: Availability Zones, Regions, Edge Locations, Regional Edge Caches

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Stuart Scott
July 10, 2017

Amazon Web Services is a global public cloud provider, and as such, it has to have a global network of infrastructure to run and manage its many gr...

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  • Amazon Machine Learning

Introduction to Amazon Machine Learning

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Vineet Badola
October 20, 2015

The goal of this post is to introduce you to machine learning - and specifically Amazon Machine Learning - and help you understand how the cloud ca...

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  • Amazon Machine Learning
  • AWS

AWS re:Invent 2015: Real-World Smart Applications With Amazon Machine Learning

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Alex Casalboni
October 8, 2015

How to apply Machine Learning to social media to make your customers happy At his AWS re:Invent presentation, Alex Ingerman - technical product ma...

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  • Amazon Machine Learning
  • AWS

Popular Articles

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Andrew Larkin
— August 7, 2019

Disadvantages of Cloud Computing

If you want to deliver digital services of any kind, you’ll need to estimate all types of resources, not the least of which are 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...

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  • AWS
  • Azure
  • Cloud Computing
  • Google Cloud Platform
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Andrew Larkin
— June 6, 2019

The 11 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 cloud computing. As the market leader and most ma...

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  • AWS
  • AWS Certifications
Joe Nemer
Joe Nemer
— June 18, 2019

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 11 certifications that cover major cloud roles including Solutions Architect, De...

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  • AWS
  • AWS Certifications
Albert Qian
Albert Qian
— 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
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Jeremy Cook
— April 13, 2019

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 config...

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  • AWS
  • S3
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Nitheesh Poojary
— March 26, 2019

How DNS Works – the Domain Name System (Part One)

Before migrating domains to Amazon's Route53, we should first make sure we properly understand how DNS works While we'll get to AWS's Route53 Domain Name System (DNS) service in the second part of this series, I thought it would be helpful to first make sure that we properly understand...

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  • AWS
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Michael Sheehy
— August 19, 2019

What Exactly Is a Cloud Architect and How Do You Become One?

One of the buzzwords surrounding the cloud that I'm sure you've heard is "Cloud Architect." In this article, I will outline my understanding of what a cloud architect does and I'll analyze the skills and certifications necessary to become one. I will also list some of the types of jobs ...

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  • AWS
  • Cloud Computing
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John Chell
— June 13, 2019

AWS Certified Solutions Architect Associate: A Study Guide

The AWS Solutions Architect - Associate Certification (or Sol Arch Associate for short) offers some clear benefits: Increases marketability to employers Provides solid credentials in a growing industry (with projected growth of as much as 70 percent in five years) Market anal...

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  • AWS
  • AWS Certifications
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Stuart Scott
— July 26, 2019

How to Use & Install the AWS CLI

What is the 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 and implement a level of automation. If you’ve been using AWS for some time and feel...

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  • AWS
  • AWS CLI
  • Command line interface
Stefano Bellasio
Stefano Bellasio
— April 29, 2014

Prerequisites to Learn Cloud Computing – Introduction

Learn Cloud Computing: Basic Requirements Introduction What 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 thousan...

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  • Cloud Computing
  • Continuous Learning
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Stuart Scott
— October 16, 2019

AWS Security: Bastion Hosts, NAT instances and VPC Peering

Effective security requires close control over your data and resources. Bastion hosts, NAT instances, and VPC peering can help you secure your AWS infrastructure. Welcome to part four of my AWS Security overview. In part three, we looked at network security at the subnet level. This ti...

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  • AWS
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Jeremy Cook
— September 17, 2019

Cloud Migration Risks & Benefits

If you’re like most businesses, you already have at least one workload running in the cloud. However, that doesn’t mean that cloud migration is right for everyone. While cloud environments are generally scalable, reliable, and highly available, those won’t be the only considerations dri...

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  • AWS
  • Azure
  • Cloud Migration

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