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Amazon Elastic Inference vs Cloud AI Platform Pipelines

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Amazon Elastic Inference vs Cloud AI Platform Pipelines: What are the differences?

Amazon Elastic Inference: GPU-Powered Deep Learning Inference Acceleration. Amazon Elastic Inference allows you to attach low-cost GPU-powered acceleration to Amazon EC2 and Amazon SageMaker instances to reduce the cost of running deep learning inference by up to 75%. Amazon Elastic Inference supports TensorFlow, Apache MXNet, and ONNX models, with more frameworks coming soon; Cloud AI Platform Pipelines: Deploy robust, repeatable machine learning pipelines. It provides a way to deploy robust, repeatable machine learning pipelines along with monitoring, auditing, version tracking, and reproducibility, and delivers an enterprise-ready, easy to install, secure execution environment for your ML workflows.

Amazon Elastic Inference and Cloud AI Platform Pipelines can be categorized as "Machine Learning as a Service" tools.

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What is Amazon Elastic Inference?

Amazon Elastic Inference allows you to attach low-cost GPU-powered acceleration to Amazon EC2 and Amazon SageMaker instances to reduce the cost of running deep learning inference by up to 75%. Amazon Elastic Inference supports TensorFlow, Apache MXNet, and ONNX models, with more frameworks coming soon.

What is Cloud AI Platform Pipelines?

It provides a way to deploy robust, repeatable machine learning pipelines along with monitoring, auditing, version tracking, and reproducibility, and delivers an enterprise-ready, easy to install, secure execution environment for your ML workflows.

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Jobs that mention Amazon Elastic Inference and Cloud AI Platform Pipelines as a desired skillset
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    What are some alternatives to Amazon Elastic Inference and Cloud AI Platform Pipelines?
    Postman
    It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
    Postman
    It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
    Stack Overflow
    Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
    Google Maps
    Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
    Elasticsearch
    Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
    See all alternatives

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