DP-100 Question #79: Real Exam Question with Answer & Explanation

The correct answer is E: Data Science Virtual Machine for Linux (Ubuntu). {"question_number": 3, "correct_answer": "E", "explanation": "The Data Science Virtual Machine for Linux (Ubuntu) comes pre-configured with the broadest set of deep learning frameworks, including Caffe2 and Theano. The CentOS DSVM supports a narrower set of tools. Windows DSVMs (

Design and prepare a machine learning solution

Question

You plan to use a Data Science Virtual Machine (DSVM) with the open source deep learning frameworks Caffe2 and Theano. You need to select a pre configured DSVM to support the framework. What should you create?

Options

AData Science Virtual Machine for Linux (CentOS)
BData Science Virtual Machine for Windows 2012
CData Science Virtual Machine for Windows 2016
DGeo AI Data Science Virtual Machine with ArcGIS
EData Science Virtual Machine for Linux (Ubuntu)

Explanation

{"question_number": 3, "correct_answer": "E", "explanation": "The Data Science Virtual Machine for Linux (Ubuntu) comes pre-configured with the broadest set of deep learning frameworks, including Caffe2 and Theano. The CentOS DSVM supports a narrower set of tools. Windows DSVMs (2012/2016) do not include Caffe2 or Theano. The Geo AI DSVM is a specialized variant focused on geospatial analytics with ArcGIS and does not target general deep learning frameworks. Ubuntu's ecosystem compatibility and GPU driver support make it the canonical choice for open-source deep learning workloads.", "generated_by": "claude-sonnet", "llm_judge_score": 4}

Topics

#Azure DSVM#Deep Learning Frameworks#Linux#Compute Instances

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