- Home
- Microsoft
- Designing and Implementing a Data Science Solution on Azure
- Microsoft.DP-100.v2023-12-11.q178
- Question 36
Valid DP-100 Dumps shared by ExamDiscuss.com for Helping Passing DP-100 Exam! ExamDiscuss.com now offer the newest DP-100 exam dumps, the ExamDiscuss.com DP-100 exam questions have been updated and answers have been corrected get the newest ExamDiscuss.com DP-100 dumps with Test Engine here:
Access DP-100 Dumps Premium Version
(519 Q&As Dumps, 35%OFF Special Discount Code: freecram)
<< Prev Question Next Question >>
Question 36/178
You are training machine learning models in Azure Machine Learning. You use Hyperdrive to tune the hyperparameters. In previous model training and tuning runs, many models showed similar performance. You need to select an early termination policy that meets the following requirements:
* accounts for the performance of all previous runs when evaluating the current run
* avoids comparing the current run with only the best performing run to date Which two early termination policies should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
* accounts for the performance of all previous runs when evaluating the current run
* avoids comparing the current run with only the best performing run to date Which two early termination policies should you use? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Correct Answer: B,D
Explanation
The Median Stopping policy computes running averages across all runs and cancels runs whose best performance is worse than the median of the running averages.
If no policy is specified, the hyperparameter tuning service will let all training runs execute to completion.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.hyperdrive.medianstoppingpolicy
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.hyperdrive.truncationselectionpolic
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.hyperdrive.banditpolicy
The Median Stopping policy computes running averages across all runs and cancels runs whose best performance is worse than the median of the running averages.
If no policy is specified, the hyperparameter tuning service will let all training runs execute to completion.
Reference:
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.hyperdrive.medianstoppingpolicy
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.hyperdrive.truncationselectionpolic
https://docs.microsoft.com/en-us/python/api/azureml-train-core/azureml.train.hyperdrive.banditpolicy
- Question List (178q)
- Question 1: You are developing a deep learning model by using TensorFlow...
- 1 commentQuestion 2: You create an Azure Machine Learning dataset. You use the Az...
- Question 3: You are designing an Azure Machine Leaning solution by using...
- Question 4: You need to select an environment that will meet the busines...
- 2 commentQuestion 5: You create a training pipeline by using the Azure Machine Le...
- Question 6: You plan to use Hyperdrive to optimize the hyperparameters s...
- Question 7: You are developing deep learning models to analyze semi-stru...
- Question 8: You manage an Azure Machine learning workspace. The workspac...
- Question 9: You plan to implement an Azure Machine Learning solution. Yo...
- 1 commentQuestion 10: You create machine learning models by using Azure Machine Le...
- 1 commentQuestion 11: You train classification and regression models by using auto...
- Question 12: Note: This question is part of a series of questions that pr...
- Question 13: You use Azure Machine Learning to deploy a model as a real-t...
- 1 commentQuestion 14: You have an Azure Machine Learning (ML) model deployed to an...
- 2 commentQuestion 15: You are performing feature engineering on a dataset. You mus...
- Question 16: You need to configure the Permutation Feature Importance mod...
- Question 17: You have a dataset that contains 2,000 rows. You are buildin...
- 1 commentQuestion 18: You use Azure Machine Learning to tram a model. You must use...
- 2 commentQuestion 19: You use Azure Machine Learning Studio to build a machine lea...
- 1 commentQuestion 20: You have a Python data frame named salesData in the followin...
- Question 21: You collect data from a nearby weather station. You have a p...
- Question 22: You need to identify the methods for dividing the data accor...
- 1 commentQuestion 23: You use the Azure Machine Learning Python SDK to create a ba...
- Question 24: You create an Azure Machine Learning workspace named workspa...
- Question 25: You are using an Azure Machine Learning workspace. You set u...
- 1 commentQuestion 26: You create an Azure Machine Learning workspace. You use Azur...
- 1 commentQuestion 27: You are developing a machine learning solution by using the ...
- 1 commentQuestion 28: You manage an Azure Machine Learning workspace. You create a...
- 1 commentQuestion 29: You create a binary classification model. You use the Fairle...
- Question 30: Note: This question is part of a series of questions that pr...
- 1 commentQuestion 31: You create an Azure Machine Learning workspace. You are trai...
- Question 32: You are using C-Support Vector classification to do a multi-...
- 1 commentQuestion 33: You need to implement a model development strategy to determ...
- 1 commentQuestion 34: You create an experiment in Azure Machine Learning Studio- Y...
- Question 35: You monitor an Azure Machine Learning classification trainin...
- Question 36: You are training machine learning models in Azure Machine Le...
- Question 37: You are preparing to use the Azure ML SDK to run an experime...
- 2 commentQuestion 38: You download a .csv file from a notebook in an Azure Machine...
- Question 39: You have an Azure Machine Learning workspace named workspace...
- Question 40: You manage an Azure Machine Learning workspace. You must pro...
- 1 commentQuestion 41: You are planning to register a trained model in an Azure Mac...
- Question 42: Note: This question is part of a series of questions that pr...
- 1 commentQuestion 43: You have machine learning models produce unfair predictions ...
- Question 44: You have a comma-separated values (CSV) file containing data...
- Question 45: You have a Jupyter Notebook that contains Python code that i...
- Question 46: Note: This question is part of a series of questions that pr...
- Question 47: You need to define an evaluation strategy for the crowd sent...
- Question 48: You are developing code to analyse a dataset that includes a...
- Question 49: You create a script for training a machine learning model in...
- Question 50: You need to use the Python language to build a sampling stra...
- 1 commentQuestion 51: Note: This question is part of a series of questions that pr...
- Question 52: A coworker registers a datastore in a Machine Learning servi...
- Question 53: You manage an Azure Machine Learning workspace named workspa...
- Question 54: Note: This question is part of a series of questions that pr...
- 1 commentQuestion 55: You are building a binary classification model by using a su...
- Question 56: Note: This question is part of a series of questions that pr...
- Question 57: You are producing a multiple linear regression model in Azur...
- Question 58: You deploy a model as an Azure Machine Learning real-time we...
- Question 59: You plan to provision an Azure Machine Learning Basic editio...
- Question 60: You are performing feature scaling by using the scikit-learn...
- Question 61: You train and register an Azure Machine Learning model You p...
- Question 62: Note: This question is part of a series of questions that pr...
- 1 commentQuestion 63: You manage an Azure Machine Learning workspace. You submit a...
- 1 commentQuestion 64: You plan to implement a two-step pipeline by using the Azure...
- Question 65: Note: This question is part of a series of questions that pr...
- Question 66: You manage an Azure Machine Learning workspace by using the ...
- 1 commentQuestion 67: You create an Azure Machine Learning workspace. The workspac...
- Question 68: You are hired as a data scientist at a winery. The previous ...
- Question 69: You create an Azure Machine Learning workspace. You must use...
- Question 70: Note: This question is part of a series of questions that pr...
- Question 71: You manage an Azure Machine Learning workspace named workspa...
- Question 72: You use the following code to define the steps for a pipelin...
- Question 73: You manage an Azure Machine Learning workspace named workspa...
- Question 74: You create an Azure Machine Learning workspace. You must cre...
- Question 75: You are creating a new experiment in Azure Machine Learning ...
- Question 76: You plan to use the Hyperdrive feature of Azure Machine Lear...
- Question 77: You are conducting feature engineering to prepuce data for f...
- Question 78: You have a dataset that includes home sales data for a city....
- Question 79: You manage an Azure Machine learning workspace named workspa...
- Question 80: Note: This question is part of a series of questions that pr...
- Question 81: You use the Azure Machine learning SDK foe Python to create ...
- Question 82: You use the Azure Machine Learning service to create a tabul...
- Question 83: You are using the Azure Machine Learning designer to transfo...
- Question 84: You manage an Azure Machine Learning workspace named workspa...
- Question 85: You are developing a machine learning, experiment by using A...
- Question 86: You need to set up the Permutation Feature Importance module...
- Question 87: You use Azure Machine Learning Studio to build a machine lea...
- Question 88: You are determining if two sets of data are significantly di...
- 1 commentQuestion 89: You train a model and register it in your Azure Machine Lear...
- Question 90: You publish a batch inferencing pipeline that will be used b...
- Question 91: An organization uses Azure Machine Learning service and want...
- Question 92: You create an Azure Machine Learning workspace. You need to ...
- 1 commentQuestion 93: You write code to retrieve an experiment that is run from yo...
- Question 94: You create a binary classification model. You need to evalua...
- Question 95: You create an Azure Machine learning workspace. You are use ...
- 1 commentQuestion 96: You create a workspace to include a compute instance by usin...
- Question 97: You use Data Science Virtual Machines (DSVMs) for Windows an...
- 1 commentQuestion 98: You use differential privacy to ensure your reports are priv...
- Question 99: You use the following Python code in a notebook to deploy a ...
- Question 100: Note: This question is part of a series of questions that pr...
- Question 101: You create an Azure Machine Learning compute target named by...
- Question 102: You create an Azure Machine Learning workspace. You plan to ...
- Question 103: You plan to use automated machine learning by using Azure Ma...
- Question 104: You are moving a large dataset from Azure Machine Learning S...
- Question 105: A set of CSV files contains sales records. All the CSV files...
- Question 106: Note: This question is part of a series of questions that pr...
- Question 107: You create an Azure Machine Learning workspace. You are trai...
- Question 108: You need to replace the missing data in the AccessibilityToH...
- Question 109: You manage an Azure Machine Learning workspace. You must log...
- Question 110: You create an Azure Machine Learning workspace. You use the ...
- Question 111: You are using the Hyperdrive feature in Azure Machine Learni...
- Question 112: Note: This question is part of a series of questions that pr...
- Question 113: You manage are Azure Machine Learning workspace by using the...
- Question 114: You need to configure the Feature Based Feature Selection mo...
- Question 115: Note: This question is part of a series of questions that pr...
- Question 116: You need to identify the methods for dividing the data accor...
- Question 117: You are building a machine learning model for translating En...
- Question 118: You need to modify the inputs for the global penalty event m...
- Question 119: An organization creates and deploys a multi-class image clas...
- 1 commentQuestion 120: You create an Azure Machine Learning workspace You are devel...
- Question 121: You train a machine learning model. You must deploy the mode...
- Question 122: You manage an Azure Machine Learning won pace named workspac...
- Question 123: You are creating a classification model for a banking compan...
- Question 124: You manage an Azure Machine Learning workspace. You need to ...
- Question 125: You create an MLflow model You must deploy the model to Azur...
- 1 commentQuestion 126: You are creating a machine learning model. You have a datase...
- Question 127: space and set up a development environment. You plan to trai...
- Question 128: You create an Azure Machine Learning workspace named workspa...
- Question 129: Note: This question is part of a series of questions that pr...
- 1 commentQuestion 130: You create an Azure Machine Learning compute resource to tra...
- Question 131: You are performing a classification task in Azure Machine Le...
- Question 132: Note: This question is part of a series of questions that pr...
- Question 133: Note: This question is part of a series of questions that pr...
- Question 134: You are using the Azure Machine Learning Service to automate...
- Question 135: You need to select a feature extraction method. Which method...
- Question 136: You deploy a real-time inference service for a trained model...
- 1 commentQuestion 137: You configure a Deep Learning Virtual Machine for Windows. Y...
- 1 commentQuestion 138: You plan to build a team data science environment. Data for ...
- Question 139: Note: This question is part of a series of questions that pr...
- Question 140: Note: This question is part of a series of questions that pr...
- Question 141: You are using Azure Machine Learning to train machine learni...
- Question 142: You write five Python scripts that must be processed in the ...
- Question 143: You are authoring a notebook in Azure Machine Learning studi...
- Question 144: You need to configure the Edit Metadata module so that the s...
- 1 commentQuestion 145: You train a model by using Azure Machine Learning. You use A...
- Question 146: You are analyzing a raw dataset that requires cleaning. You ...
- Question 147: You plan to use automated machine learning to train a regres...
- Question 148: You have a Python script that executes a pipeline. The scrip...
- Question 149: You are developing a data science workspace that uses an Azu...
- Question 150: you create an Azure Machine learning workspace named workspa...
- Question 151: You create a Python script named train.py and save it in a f...
- Question 152: You need to define a process for penalty event detection. Wh...
- Question 153: You need to define a modeling strategy for ad response. Whic...
- Question 154: You are using Azure Machine Learning to monitor a trained an...
- Question 155: You deploy a model in Azure Container Instance. You must use...
- Question 156: You need to define an evaluation strategy for the crowd sent...
- Question 157: A biomedical research company plans to enroll people in an e...
- Question 158: You need to visually identify whether outliers exist in the ...
- 1 commentQuestion 159: You manage an Azure Machine Learning workspace named workspa...
- Question 160: Note: This question is part of a series of questions that pr...
- Question 161: You build a data pipeline in an Azure Machine Learning works...
- 1 commentQuestion 162: You load data from a notebook in an Azure Machine Learning w...
- 1 commentQuestion 163: You create an Azure Machine learning workspace. The workspac...
- Question 164: You tram and register a model by using the Azure Machine Lea...
- Question 165: You train a machine learning model by using Aunt Machine Lea...
- Question 166: You are analyzing a dataset containing historical data from ...
- Question 167: Note: This question is part of a series of questions that pr...
- Question 168: You are performing sentiment analysis using a CSV file that ...
- Question 169: You create a binary classification model to predict whether ...
- Question 170: You have an Azure Machine Learning workspace. You are runnin...
- Question 171: You use the Azure Machine Learning SDK in a notebook to run ...
- Question 172: You are retrieving data from a large datastore by using Azur...
- Question 173: Note: This question is part of a series of questions that pr...
- Question 174: You create an Azure Machine Learning workspace and a dataset...
- Question 175: You define a datastore named ml-data for an Azure Storage bl...
- Question 176: You are creating a binary classification by using a two-clas...
- Question 177: Your team is building a data engineering and data science de...
- Question 178: You manage an Azure Machine Learning workspace by using the ...
