BenchMark Quizzes by MDFT Pro

Choose Azure Machine Learning Designer Approach

Mark, the Data Science Lead at MDFT Pro, is tasked with building predictive models to improve student course completion rates. MDFT Pro, a well-known training agency, wants to analyze student engagement patterns and learning behaviors to identify at-risk students early in their courses. Mark’s team includes trainers with limited programming experience who need to participate in model development. He’s evaluating Azure Machine Learning designer as a solution that allows both technical and non-technical team members to collaborate on building machine learning models.

How does Azure Machine Learning designer enable model creation?

Choose the correct answer from the options below.

Explanations for each answer:

Adding and connecting modules on a visual canvas is correct. Azure Machine Learning designer provides a drag-and-drop visual interface where you connect data preparation, training, and evaluation modules to create ML pipelines.
Automatically performing data preparation tasks is incorrect. While the designer includes data preparation modules, it doesn't automatically perform these tasks - you must manually configure and connect the appropriate modules.
Automatically selecting optimal algorithms is incorrect. The designer requires you to manually select and configure algorithms; automatic algorithm selection is a feature of Automated ML, not the designer.
Using a code-first notebook experience is incorrect. The designer is specifically a visual, low-code/no-code interface, not a code-first notebook environment like Azure ML Studio notebooks.

Learn more about Azure ML Designer:

Azure ML Designer

Exam Preparation Quiz

Choose Azure Machine Learning Designer Approach