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Exam AI-300 Topic 1 Question 62 Discussion

Actual exam question for Microsoft's AI-300 exam
Question #: 62
Topic #: 1
You are authoring a notebook in Azure Machine Learning studio.
You must install packages from the notebook into the currently running kernel. The installation must be limited to the currently running kernel only.
You need to install the packages.
Which magic function should you use?

Suggested Answer: D Vote an answer

To target and install Python packages into the currently running kernel only, you should use the %pip line magic function.
Kernel Isolation: Unlike using the shell command !pip install, which installs the package into the underlying compute instance's base environment, the %pip magic explicitly targets the specific Python executable assigned to your active notebook kernel.
No Restart Needed: It automatically syncs the newly installed packages with the current session so you can import them immediately without restarting the kernel.
Example Usage
Simply type and run the following python line in a notebook cell:
%pip install <package_name>
Reference:
https://learn.microsoft.com/en-us/answers/questions/1921271/i-have-a-new-compute-instance-that-has-python3-8-a

by Clement at Aug 20, 2026, 12:25 AM

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