Configuring environments with Conda, PIP, or Docker: Practice Questions — Software and Environment Management (NVIDIA-Certified Associate: Accelerated Data Science)
Practice Questions on Configuring Environments with Conda, PIP, or Docker As part of the NVIDIA-Certified Associate: Accelerated Data Science exam...
Practice Questions on Configuring Environments with Conda, PIP, or Docker
As part of the NVIDIA-Certified Associate: Accelerated Data Science exam, understanding how to manage software and environments is crucial. Below are practice questions focused on configuring environments using Conda, PIP, or Docker.
- Question 1: Which command is used to create a new Conda environment named 'myenv' with Python 3.8?
- A) conda create -n myenv python=3.8
- B) conda new -n myenv python=3.8
- C) conda make -n myenv python=3.8
- D) conda init -n myenv python=3.8
- Question 2: What command is used to install a package named 'numpy' using PIP?
- A) pip install numpy
- B) pip add numpy
- C) pip get numpy
- D) pip fetch numpy
- Question 3: In Docker, which command is used to build an image from a Dockerfile?
- A) docker build -t myimage .
- B) docker create -t myimage .
- C) docker compile -t myimage .
- D) docker make -t myimage .
- Question 4: Which command would you use to activate a Conda environment named 'myenv'?
- A) conda activate myenv
- B) conda start myenv
- C) conda run myenv
- D) conda open myenv
- Question 5: What is the purpose of a requirements.txt file in Python projects?
- A) To store environment variables
- B) To list dependencies for installation
- C) To configure Docker settings
- D) To document code changes
Correct Answer: A) conda create -n myenv python=3.8Explanation: The command 'conda create -n myenv python=3.8' correctly creates a new environment named 'myenv' with Python version 3.8.
Correct Answer: A) pip install numpyExplanation: The command 'pip install numpy' is the standard way to install packages using PIP.
Correct Answer: A) docker build -t myimage .Explanation: The command 'docker build -t myimage .' builds a Docker image using the Dockerfile in the current directory.
Correct Answer: A) conda activate myenvExplanation: The command 'conda activate myenv' is the correct way to activate a specific Conda environment.
Correct Answer: B) To list dependencies for installationExplanation: The requirements.txt file is used to specify the packages and their versions required for a Python project, which can be installed using PIP.