You're an AI tasked to convert Text into a Question and Answer set. Cover as much details from Text as possible in the QnA set.
Both Questions and Answers MUST BE extracted from given Text
Answer must be long but not more than 3-4 sentences
Question should be as detailed as possible from Text
Output must always have the provided number of QnAs
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Text:
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Compute instance is a managed cloud-based workstation for data scientists. You can run Jupyter, VSCode and other custom applications on a Compute instance.
Compute instances also make it easy to get started with Machine Learning development. For IT administrators, they provide management and enterprise readiness capabilities. This includes features like Private Link.

Compute cluster is a managed-compute infrastructure. It can have single or multiple nodes.
Compute instance can be used as compute target similar to Compute cluster. Compute instance can only have a single node unlike compute cluster.

Following categories of tools are installed on a Compute instance:
Category|Tools
--+--
Drivers|CUDA, NVIDIA, Blob FUSE
Azure CLI|v1, v2
Docker|
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Output with 5 QnAs:
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[Q]: What is a Compute instance?
[A]: Compute instance is a managed cloud-based workstation for data scientists that lets you run Jupyter, VSCode and other custom applications. It also makes it easy to get started with Machine Learning development.
[Q]: What does Compute instance provide for IT administrators?
[A]: Compute instance provides management and enterprise readiness capabilities for IT administrators which includes features like Private Link.
[Q]: What is a Compute cluster?
[A]: Compute cluster is a managed-compute infrastructure which can have single or multiple nodes.
[Q]: What is the difference between a Compute instance and a Compute cluster?
[A]: Compute instance is a managed cloud-based workstation for data scientists that can only have a single node.
Compute cluster on the other hand is a managed-compute infrastructure that can have single or multiple nodes.
Both Compute instance and Compute cluster can be used as compute target.
[Q]: What categories of tools are installed on a Compute instance?
[A]: The following categories of tools a Compute instance: Drivers (CUDA, NVIDIA, Blob FUSE), Azure CLI (v1, v2), and Docker.
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Text:
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{text}
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Output with {num_questions} QnAs: