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To prepare for the DP-100 exam, candidates can take instructor-led training courses, self-paced online courses, and practice tests. Microsoft offers several training courses that cover the exam objectives, including "Designing and Implementing a Data Science Solution on Azure" and "Implementing an Azure Data Solution." Candidates can also access online resources such as Microsoft documentation and GitHub repositories to learn about Azure technologies and data science concepts.

Microsoft DP-100 certification exam is designed for data scientists who want to validate their skills in designing and implementing data science solutions on the Azure platform. DP-100 Exam is ideal for professionals who have experience in programming languages such as Python and R, and are familiar with Azure Machine Learning, Azure Databricks, and other Azure services. The DP-100 exam is a great way to showcase your expertise in the field of data science and gain recognition as a certified data scientist.

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Microsoft Designing and Implementing a Data Science Solution on Azure Sample Questions (Q473-Q478):

NEW QUESTION # 473
You are using the Hyperdrive feature in Azure Machine Learning to train a model.
You configure the Hyperdrive experiment by running the following code:

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation

Box 1: Yes
In random sampling, hyperparameter values are randomly selected from the defined search space. Random sampling allows the search space to include both discrete and continuous hyperparameters.
Box 2: Yes
learning_rate has a normal distribution with mean value 10 and a standard deviation of 3.
Box 3: No
keep_probability has a uniform distribution with a minimum value of 0.05 and a maximum value of 0.1.
Box 4: No
number_of_hidden_layers takes on one of the values [3, 4, 5].
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters

NEW QUESTION # 474
You write five Python scripts that must be processed in the order specified in Exhibit A - which allows the same modules to run in parallel, but will wait for modules with dependencies.
You must create an Azure Machine Learning pipeline using the Python SDK, because you want to script to create the pipeline to be tracked in your version control system. You have created five PythonScriptSteps and have named the variables to match the module names.

You need to create the pipeline shown. Assume all relevant imports have been done.
Which Python code segment should you use?

A. Option B
B. Option D
C. Option A
D. Option C

Answer: C

Explanation:
The steps parameter is an array of steps. To build pipelines that have multiple steps, place the steps in order in this array.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-use-parallel-run-step

NEW QUESTION # 475
A coworker registers a datastore in a Machine Learning services workspace by using the following code:

You need to write code to access the datastore from a notebook.

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-access-data

NEW QUESTION # 476
You manage an Azure Machine Learning workspace. The development environment is configured with a Serverless Spark compute in Azure Machine Learning Notebooks.
You perform interactive data wrangling to clean up the Titanic dataset and store it as a new dataset (Line numbers are used for reference only.)

For each of the following statements, select Yes if the statement is true Otherwise, select No NOTE: Bach correct selection is worth one point.

Answer:

Explanation:

Explanation:

NEW QUESTION # 477
You are using The Azure Machine Learning designer to transform a dataset containing the census data of all nations.
You must use the Split Data component to separate the dataset into two datasets. The first dataset must contain the census data of the United States. The second dataset must include the census data of the remaining nations.
You need to configure the component to create the datasets.
Which configuration values should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

NEW QUESTION # 478
......

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