AWS IAM
AWS IAM

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AWS IAM vs GraphLab Create: What are the differences?

What is AWS IAM? Securely control access to AWS services and resources for your users. AWS Identity and Access Management.

What is GraphLab Create? Machine learning platform that enables data scientists and app developers to easily create intelligent apps at scale. Building an intelligent, predictive application involves iterating over multiple steps: cleaning the data, developing features, training a model, and creating and maintaining a predictive service. GraphLab Create does all of this in one platform. It is easy to use, fast, and powerful.

AWS IAM belongs to "Cloud Access Management" category of the tech stack, while GraphLab Create can be primarily classified under "Machine Learning as a Service".

Some of the features offered by AWS IAM are:

  • Manage IAM users and their access - You can create users in IAM, assign them individual security credentials (i.e., access keys, passwords, and Multi-Factor Authentication devices) or request temporary security credentials to provide users access to AWS services and resources.
  • Manage IAM roles and their permissions - You can create roles in IAM, and manage permissions to control which operations can be performed by the entity, or AWS service, that assumes the role. You can also define which entity is allowed to assume the role.
  • Manage federated users and their permissions - You can enable identity federation to allow existing identities (e.g. users) from your corporate directory or from a 3rd party such as Login with Amazon, Facebook, and Google to access the AWS Management Console, to call AWS APIs, and to access resources, without the need to create an IAM user for each identity.

On the other hand, GraphLab Create provides the following key features:

  • Analyze terabyte scale data at interactive speeds, on your desktop.
  • A Single platform for tabular data, graphs, text, and images.
  • State of the art machine learning algorithms including deep learning, boosted trees, and factorization machines.
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What is AWS IAM?

AWS Identity and Access Management.

What is GraphLab Create?

Building an intelligent, predictive application involves iterating over multiple steps: cleaning the data, developing features, training a model, and creating and maintaining a predictive service. GraphLab Create does all of this in one platform. It is easy to use, fast, and powerful.
Why do developers choose AWS IAM?
Why do developers choose GraphLab Create?
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      What companies use AWS IAM?
      What companies use GraphLab Create?
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        What tools integrate with AWS IAM?
        What tools integrate with GraphLab Create?
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          What are some alternatives to AWS IAM and GraphLab Create?
          Azure Active Directory
          It is a comprehensive identity and access management solution that gives you a robust set of capabilities to manage users and groups. You can get the reliability and scalability you need with identity services that work with your on-premises, cloud, or hybrid environment.
          Okta
          Connect all your apps in days, not months, with instant access to thousands of pre-built integrations - even add apps to the network yourself. Integrations are easy to set up, constantly monitored, proactively repaired and handle authentication and provisioning.
          Auth0
          A set of unified APIs and tools that instantly enables Single Sign On and user management to all your applications.
          AWS Service Catalog
          AWS Service Catalog allows IT administrators to create, manage, and distribute catalogs of approved products to end users, who can then access the products they need in a personalized portal. Administrators can control which users have access to each application or AWS resource to enforce compliance with organizational business policies. AWS Service Catalog allows your organization to benefit from increased agility and reduced costs because end users can find and launch only the products they need from a catalog that you control.
          Teleport
          Teleport makes it easy for users to securely access infrastructure and meet the toughest compliance requirements.
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          Reviews of AWS IAM and GraphLab Create
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          How developers use AWS IAM and GraphLab Create
          Avatar of Cyril Duchon-Doris
          Cyril Duchon-Doris uses AWS IAMAWS IAM

          Easy privilege segregation. Instance roles let you easily set privileges for a particular Stack (Rails/DB/backup worker)

          Avatar of Andrew Fielding
          Andrew Fielding uses AWS IAMAWS IAM

          We use IAM to simplify permissions and help enforce HIPAA rules on AWS.

          How much does AWS IAM cost?
          How much does GraphLab Create cost?
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