AI as a Service – Chris Banyai
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Questions and Answers

What is the lowest level of service offered by cloud service providers?

  • Turnkey services (correct)
  • AI platforms
  • Solutions
  • IaaS providers

    • True or false: All cloud service providers offer the same types of AI services.

    False

    What is Modin?

  • A scalable, multi-threaded dataframe (correct)
  • A pre-trained vision model
  • A downloadable patch
  • A force multiplier

    • What is AI?

    <p>A type of computer science</p> Signup and view all the answers

    True or false: IaaS providers offer a variety of compute and storage options.

    <p>True</p> Signup and view all the answers

    What type of hardware and software should be matched for optimal performance and TCO?

    <p>IaaS providers</p> Signup and view all the answers

    What is the purpose of AI?

    <p>To help humans interact with technology</p> Signup and view all the answers

    What is OpenVINO used for?

    <p>Optimizing and transforming a model for different devices</p> Signup and view all the answers

    True or false: Third-party images and instances are not available for AI work.

    <p>False</p> Signup and view all the answers

    What type of instances are best for AI work?

    <p>Accelerated computing</p> Signup and view all the answers

    What does Amazon's Lookout for Vision service provide?

    <p>A pre-trained vision model</p> Signup and view all the answers

    What are some of the cloud-based AI services available?

    <p>AWS, Microsoft Azure, and Google Cloud</p> Signup and view all the answers

    What type of 3rd Gen Intel Xeon Scalable instances does AWS offer?

    <p>Accelerated computing</p> Signup and view all the answers

    True or false: AWS offers a variety of 2nd Gen Intel Xeon Scalable instances that are good for AI work.

    <p>False</p> Signup and view all the answers

    What is pandas used for?

    <p>Data preparation</p> Signup and view all the answers

    What are some of the features of CSP AI services?

    <p>Pre-trained models, complex tools, and the ability to combine services</p> Signup and view all the answers

    What type of services can be used to get AI at the edge?

    <p>Specialized hybrid edge services</p> Signup and view all the answers

    What does Stock TensorFlow have turned on by default?

    <p>Intel accelerations</p> Signup and view all the answers

    True or false: You can use a few lines of code to import and load the Habana DL1 accelerator on AWS EC2.

    <p>True</p> Signup and view all the answers

    How can you import and load the Habana DL1 accelerator on AWS EC2?

    <p>By using a few lines of code</p> Signup and view all the answers

    What is the first step when using AI services?

    <p>Identify the end-to-end business challenge</p> Signup and view all the answers

    What type of products are offered at the highest level by CSPs?

    <p>Solutions</p> Signup and view all the answers

    What type of images and instances are available?

    <p>Third-party images and instances</p> Signup and view all the answers

    What is the primary difference between AWS and Azure?

    <p>AWS offers a wide variety of services for building and deploying AI models, while Azure offers a more flexible and user-friendly platform.</p> Signup and view all the answers

    What type of user expertise is required for machine learning development and deployment?

    <p>Advanced</p> Signup and view all the answers

    What type of services are offered at the mid-level by CSPs?

    <p>AI platforms</p> Signup and view all the answers

    What type of services are offered at the lowest level by CSPs?

    <p>Turnkey services</p> Signup and view all the answers

    What are some of the benefits of using AI?

    <p>All of the above</p> Signup and view all the answers

    What type of cloud platform is Azure?

    <p>Public</p> Signup and view all the answers

    What type of services are offered by IaaS providers?

    <p>Variety of compute and storage options</p> Signup and view all the answers

    Study Notes

    • There are three main categories of AI services offered by cloud service providers: turnkey services, AI platforms, and solutions.
    • At the lowest level, the user has more control and flexibility over their software and hardware, requiring more expertise.
    • At the mid-level, the CSP provides AI developer platform tools that allow the user to develop, train, and deploy their own models.
    • At the highest level, the CSP offers solution-focused products that are targeted at specific industries and common usages.
    • IaaS providers offer a variety of compute and storage options, which you can select to fit your needs.
    • You select an image or instance to run your code on, and the AI tools help streamline the process.
    • Hardware and software must be matched for optimal performance and TCO.
    • Third-party images and instances are available, but you should consider using optimized software and hardware.
    • There are a variety of types of cloud instances that can be used for AI work, including compute optimized, general purpose, memory optimized, and accelerated computing instances.
    • AWS offers a variety of 3rd Gen Intel Xeon Scalable instances that are good for AI work.
    • You can use a few lines of code to import and load the Habana DL1 accelerator on AWS EC2.

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    Description

    Test your knowledge of cloud AI services and infrastructure with this quiz covering turnkey services, AI platforms, solutions, IaaS providers, compute and storage options, instance selection, hardware-software matching, cloud instances for AI work, and specific AWS instances for AI tasks.

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