Microsoft DP-100 Practice Test - Questions Answers, Page 45

List of questions
Question 441

HOTSPOT
You have an Azure Machine Learning workspace.
You plan to use Azure Machine Learning Python SDK v2 lo register a component in the workspace The component definition is stored in the local file ./components/train/train.yml.
You write code to connect to the workspace by using the ml_client object and import all required libraries
You need to complete the remaining code.
How should you complete the code? to answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Question 442

You manage an Azure Al Foundry project. You build a multi-turn chatbot application.
You plan to filter your traces to identity issues while observing how the application is responding. The solution must not use an external knowledge base. You need to select an evaluation metric. Which built-in evaluator should you use?
Question 443

DRAG DROP
You have an Azure AI Foundry project with a connected Azure OpenAI Service model.
You have a set of text files stored locally on your computer.
You must set up a flow that will generate responses based on the content of your local files.
You need to implement a solution.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Question 444

You manage an Azure Al Foundry project.
You develop a Prompt flow that includes a large language model (LLM) node and an upstream node with a single output. You need to link the LLM node input with the output of the upstream node by using a YAML flow configuration. Which flow configuration should you use?
Question 445

You have fine-tuned an Azure OpenAI Service model by using the Azure Ai Foundry portal. The fine-tuned model is overfitting.
You plan to correct overfitting by fine-tuning the model again
You need to modify the default value of a fine-tuning task parameter to minimize the possibility of overfitting. Which modification should you apply?
Question 446

You ate designing a training job in an Azure Machine Learning workspace by using Automated ML During training, the compute resource must scale up to handle larger datasets. You need to select the compute resource that has a multi-node cluster that automatically scales Which Azure Machine Learning compute target should you use?
Question 447

DRAG DROP
You design a project for interactive data mangling with Apache Spark in an Azure Machine Learning workspace. The data pipeline must provide the following solution:
* Ingest and process a vast amount of data from various sources and linked services, such as databases and APIs
* Visualize the results in Microsoft Power Bl.
* Include a possibility to quickly identify and address issues by observing only a small amount of data using the fewest resources.
You need to select a computation option for project activities.
Question 448

You manage an Azure Machine Learning workspace. You develop a regression model training pipeline by using Notebooks. You need to determine the appropriate evaluation metric for the experiment.
Which two metrics should you choose? Each correct answer presents a complete solution. Choose two. NOTE: Each correct selection is worth one point.
Question 449

You have an Azure Machine Learning workspace. You connect to a terminal session from the Notebooks page in Azure Machine Learning studio. You plan to add a new Jupyter kernel that will be accessible from the same terminal session. You need to perform the task that must be completed before you can add the new kernel.
Solution: Create a compute instance.
Does the solution meet the goal?
Question 450

You manage an Azure Al Foundry project.
You need to develop a solution that uses an Azure OpenAI Service model designed to support reasoning and problem solving. Which model should you use?
Question