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Exam Code:
Databricks-Machine-Learning-Professional
Exam Name:
Databricks Certified Machine Learning Professional
Last Update: Apr 28, 2024
60 Questions Answers with Explanation Detail
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Exam Code:
Databricks-Machine-Learning-Professional
Total Questions:
60 Q&A's
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Databricks Databricks-Machine-Learning-Professional Exam Dumps FAQs

The Databricks-Machine-Learning-Professional exam evaluates an individuals ability to use Databricks Machine Learning for advanced machine learning tasks in production.
Aspiring machine learning engineers, data scientists, and professionals seeking to demonstrate their expertise in using Databricks Machine Learning should consider taking Databricks-Machine-Learning-Professional exam.

The Databricks-Machine-Learning-Professional exam focuses on four key areas:

  • Experimentation (30%): Tracking, versioning, and managing machine learning experiments.
  • Model Lifecycle Management (30%): Managing the lifecycle of machine learning models.
  • Model Deployment (25%): Implementing strategies for deploying models.
  • Solution and Data Monitoring (15%): Building monitoring solutions to detect data drift.
The Databricks-Machine-Learning-Professional exam consists of 60 multiple-choice questions.
The duration of the Databricks-Machine-Learning-Professional exam is 120 minutes.
The Databricks-Machine-Learning-Professional certification is valid for 2 years from the issue date.

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Databricks Certified Machine Learning Professional Questions and Answers

Questions 1

A data scientist set up a machine learning pipeline to automatically log a data visualization with each run. They now want to view the visualizations in Databricks.

Which of the following locations in Databricks will show these data visualizations?

Options:

A.

The MLflow Model RegistryModel paqe

B.

The Artifacts section of the MLflow Experiment page

C.

Logged data visualizations cannot be viewed in Databricks

D.

The Artifacts section of the MLflow Run page

E.

The Figures section of the MLflow Run page

Questions 2

A machine learning engineer wants to move their model versionmodel_versionfor the MLflow Model Registry modelmodelfrom the Staging stage to the Production stage using MLflow Clientclient.

Which of the following code blocks can they use to accomplish the task?

A)

Databricks-Machine-Learning-Professional Question 2

B)

Databricks-Machine-Learning-Professional Question 2

C)

Databricks-Machine-Learning-Professional Question 2

D)

Databricks-Machine-Learning-Professional Question 2

E)

Databricks-Machine-Learning-Professional Question 2

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

E.

option E

Questions 3

A data scientist is using MLflow to track their machine learning experiment. As a part of each MLflow run, they are performing hyperparameter tuning. The data scientist would like to have one parent run for the tuning process with a child run for each unique combination of hyperparameter values.

They are using the following code block:

Databricks-Machine-Learning-Professional Question 3

The code block is not nesting the runs in MLflow as they expected.

Which of the following changes does the data scientist need to make to the above code block so that it successfully nests the child runs under the parent run in MLflow?

Options:

A.

Indent the child run blocks within the parent run block

B.

Add the nested=True argument to the parent run

C.

Remove the nested=True argument from the child runs

D.

Provide the same name to the run name parameter for all three run blocks

E.

Add the nested=True argument to the parent run and remove the nested=True arguments from the child runs

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