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Question 1/436
You are analyzing a raw dataset that requires cleaning.
You must perform transformations and manipulations by using Azure Machine Learning Studio.
You need to identify the correct modules to perform the transformations.
Which modules should you choose? To answer, drag the appropriate modules to the correct scenarios. Each module may be used once, more than once, or not at all.
You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

You must perform transformations and manipulations by using Azure Machine Learning Studio.
You need to identify the correct modules to perform the transformations.
Which modules should you choose? To answer, drag the appropriate modules to the correct scenarios. Each module may be used once, more than once, or not at all.
You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

Correct Answer:

Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/smote
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/convert-to-indicator-values
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- Q328. You tram and register a model by using the Azure Machine Learning Python SDK v2 in a local...
- Q329. You create a binary classification model to predict whether a person has a disease. You ne...
- Q330. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q331. You write code to retrieve an experiment that is run from your Azure Machine Learning work...
- Q332. You manage an Azure Machine Learning workspace. You have an environment for training jobs ...
- Q333. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q334. You create an Azure Machine Learning workspace. You need to detect data drift between a ba...
- Q335. You need to define a process for penalty event detection. Which three actions should you p...
- Q336. You create a binary classification model using Azure Machine Learning Studio. You must use...
- Q337. You are preparing to build a deep learning convolutional neural network model for image cl...
- Q338. You are implementing a machine learning model to predict stock prices. The model uses a Po...
- Q339. You are preparing to use the Azure ML SDK to run an experiment and need to create compute....
- Q340. You are performing a classification task in Azure Machine Learning Studio. You must prepar...
- Q341. You need to identify the methods for dividing the data according, to the testing requireme...
- Q342. (Exhibit) For each of the following statements, select Yes if the statement is true. Other...
- Q343. You publish a batch inferencing pipeline that will be used by a business application. The ...
- Q344. You are with a time series dataset in Azure Machine Learning Studio. You need to split you...
- Q345. You are developing a linear regression model in Azure Machine Learning Studio. You run an ...
- Q346. You deploy a model in Azure Container Instance. You must use the Azure Machine Learning SD...
- Q347. You have a dataset created for multiclass classification tasks that contains a normalized ...
- Q348. You have a feature set containing the following numerical features: X, Y, and Z. The Poiss...
- Q349. You are developing a linear regression model in Azure Machine Learning Studio. You run an ...
- Q350. You are using an Azure Machine Learning workspace. You set up an environment for model tes...
- Q351. You create a binary classification model to predict whether a person has a disease. You ne...
- Q352. You write code to retrieve an experiment that is run from your Azure Machine Learning work...
- Q353. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q354. You have a dataset that includes home sales data for a city. The dataset includes the foll...
- Q355. You manage an Azure Machine Learning workspace named workspace1by using the Python SDK v2....
- Q356. You create an Azure Databricks workspace and a linked Azure Machine Learning workspace. Yo...
- Q357. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q358. You need to implement source control for scripts in an Azure Machine Learning workspace. Y...
- Q359. You train a machine learning model by using Aunt Machine Learning. You use the following t...
- Q360. You use the Two-Class Neural Network module in Azure Machine Learning Studio to build a bi...
- Q361. You create a binary classification model. You need to evaluate the model performance. Whic...
- Q362. You register a file dataset named csvjolder that references a folder. The folder includes ...
- Q363. You need to identify the methods for dividing the data according to the testing requiremen...
- Q364. A coworker registers a datastore in a Machine Learning services workspace by using the fol...
- Q365. You need to record the row count as a metric named row_count that can be returned using th...
- Q366. You need to use the Python language to build a sampling strategy for the global penalty de...
- Q367. Your Azure Machine Learning workspace has a dataset named real_estate_data. A sample of th...
- Q368. You create an Azure Machine Learning workspace. You train a classification model by using ...
- Q369. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q370. You train and register a model by using the Azure Machine Learning SDK on a local workstat...
- Q371. You need to implement a feature engineering strategy for the crowd sentiment local models....
- Q372. You are running a training experiment on remote compute in Azure Machine Learning. The exp...
- Q373. You are analyzing a dataset by using Azure Machine Learning Studio. YOU need to generate a...
- Q374. You are working on a classification task. You have a dataset indicating whether a student ...
- Q375. (Exhibit) For each of the following statements, select Yes if the statement is true. Other...
- Q376. You create an Azure Machine Learning workspace named workspace1. You assign a custom role ...
- Q377. You have an Azure Machine Learning workspace. You are running an experiment on your local ...
- Q378. You are a data scientist creating a linear regression model. You need to determine how clo...
- Q379. You need to configure the Feature Based Feature Selection module based on the experiment r...
- Q380. You create an Azure Machine Learning workspace and a dataset. The dataset includes age val...
- Q381. You publish a batch inferencing pipeline that will be used by a business application. The ...
- Q382. You create a machine learning model by using the Azure Machine Learning designer. You publ...
- Q383. You have an Azure Machine learning workspace. The workspace contains a dataset with data i...
- Q384. You have several machine learning models registered in an Azure Machine Learning workspace...
- Q385. You manage an Azure Machine Learning workspace named workspace1 by using the Python SDK v2...
- Q386. You are developing code to analyse a dataset that includes age information for a large gro...
- Q387. You are performing feature scaling by using the scikit-learn Python library for x.1 x2, an...
- Q388. You are creating a machine learning model. You need to identify outliers in the data. Whic...
- Q389. You plan to implement an Azure Machine Learning solution. You have the following requireme...
- Q390. You create a pipeline in designer to train a model that predicts automobile prices. Becaus...
- Q391. You have an Azure Machine Learning workspace named workspace1 that is accessible from a pu...
- Q392. (Exhibit) For each of the following statements, select Yes if the statement is true. Other...
- Q393. You need to configure the Feature Based Feature Selection module based on the experiment r...
- Q394. You need to implement a feature engineering strategy for the crowd sentiment local models....
- Q395. You use Azure Machine Learning to implement hyperparameter tuning for an Azure ML Python S...
- Q396. You manage an Azure Machine learning workspace. You develop a machine teaming model. You a...
- Q397. You need to use the Python language to build a sampling strategy for the global penalty de...
- Q398. You create an Azure Machine Learning workspace. You are training a classification model wi...
- Q399. You have a dataset created for multiclass classification tasks that contains a normalized ...
- Q400. You have a dataset that includes confidential data. You use the dataset to train a model. ...
- Q401. You are producing a multiple linear regression model in Azure Machine learning Studio. Sev...
- Q402. You have machine learning models produce unfair predictions across sensitive features. You...
- Q403. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q404. (Exhibit) For each of the following statements, select Yes if the statement is true. Other...
- Q405. You are creating a machine learning model. You have a dataset that contains null rows. You...
- Q406. You monitor an Azure Machine Learning classification training experiment named train-class...
- Q407. You manage an Azure Machine Learning workspace. You must log multiple metrics by using MLf...
- Q408. Your Azure Machine Learning workspace has a dataset named real_estate_data. A sample of th...
- Q409. You are building a regression model for estimating the number of calls during an event. Yo...
- Q410. You train and register a machine learning model. You create a batch inference pipeline tha...
- Q411. You register the following versions of a model. (Exhibit) You use the Azure ML Python SDK ...
- Q412. You need to select a feature extraction method. Which method should you use?...
- Q413. You plan to use the Hyperdrive feature of Azure Machine Learning to determine the optimal ...
- Q414. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q415. You create a binary classification model to predict whether a person has a disease. You ne...
- Q416. You train a machine learning model. You must deploy the model as a real-time inference ser...
- Q417. You have an Azure Machine Learning workspace named workspaces. You must add a datastore th...
- Q418. You train and register an Azure Machine Learning model You plan to deploy the model to an ...
- Q419. You create an Azure Machine Learning workspace. You need to use the shared file system of ...
- Q420. You have a binary classifier that predicts positive cases of diabetes within two separate ...
- Q421. (Exhibit) You need to record the row count as a metric named row_count that can be returne...
- Q422. You need to define a modeling strategy for ad response. Which three actions should you per...
- Q423. You are developing code to analyse a dataset that includes age information for a large gro...
- Q424. You plan to preprocess text from CSV files. You load the Azure Machine Learning Studio def...
- Q425. You are performing a filter based feature selection for a dataset 10 build a multi class c...
- Q426. You create a multi-class image classification deep learning experiment by using the PyTorc...
- Q427. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q428. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q429. You have a multi-class image classification deep learning model that uses a set of labeled...
- Q430. You are producing a multiple linear regression model in Azure Machine Learning Studio. Sev...
- Q431. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q432. You need to modify the inputs for the global penalty event model to address the bias and v...
- Q433. You have an Azure Machine Learning workspace. You are running an experiment on your local ...
- Q434. Note: This question is part of a series of questions that present the same scenario. Each ...
- Q435. You are developing a data science workspace that uses an Azure Machine Learning service. Y...
- Q436. You are producing a multiple linear regression model in Azure Machine Learning Studio. Sev...
