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Exam Code:	DP-100
Exam Name:	Designing and Implementing a Data Science Solution on Azure
Certification Provider:	Microsoft
Free Question Number:	204
Version:	v2025-09-03
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# of Questions views:	3032
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Exam Question List: Question 1: Note: This question is part of a series of questions that pr...; Question 2: You have a dataset that is stored m an Azure Machine Learnin...; Question 3: You are building a regression model tot estimating the numbe...; Question 4: You plan to use Hyperdrive to optimize the hyperparameters s...; Question 5: You are solving a classification task. The dataset is imbala...; Question 6: You use Azure Machine Learning studio to analyze a dataset c...; Question 7: You use the Azure Machine Learning Python SDK to define a pi...; Question 8: You create a Python script named train.py and save it in a f...; Question 9: You create an Azure Machine Learning workspace named ML-work...; Question 10: You are producing a multiple linear regression model in Azur...; Question 11: You must use in Azure Data Science Virtual Machine (DSVM) as...; Question 12: You have an Azure Machine Learning workspace. You plan to tu...; Question 13: You are creating a new experiment in Azure Machine Learning ...; Question 14: You are building a machine learning model for translating En...; Question 15: You have a feature set containing the following numerical fe...; Question 16: Note: This question is part of a series of questions that pr...; Question 17: You plan to explore demographic data for home ownership in v...; Question 18: You are using the Azure Machine Learning Service to automate...; Question 19: You are solving a classification task. You must evaluate you...; Question 20: You collect data from a nearby weather station. You have a p...; Question 21: You plan to create a speech recognition deep learning model....; Question 22: You are creating a classification model for a banking compan...; Question 23: You need to define an evaluation strategy for the crowd sent...; Question 24: The finance team asks you to train a model using data in an ...; Question 25: You manage an Azure Machine Learning workspace named workspa...; Question 26: You have several machine learning models registered in an Az...; Question 27: You create an Azure Databricks workspace and a linked Azure ...; Question 28: You have a comma-separated values (CSV) file containing data...; Question 29: You plan to provision an Azure Machine Learning Basic editio...; Question 30: You are hired as a data scientist at a winery. The previous ...; Question 31: Note: This question is part of a series of questions that pr...; Question 32: You create an Azure Machine Learning workspace. You must use...; Question 33: You create an Azure Machine Learning workspace and an Azure ...; Question 34: You create a binary classification model. You need to evalua...; Question 35: You use Azure Machine Learning to implement hyperparameter t...; Question 36: You have an Azure Machine Learning workspace. You build a de...; Question 37: Note: This question is part of a series of questions that pr...; Question 38: You create a batch inference pipeline by using the Azure ML ...; Question 39: You use the following code to define the steps for a pipelin...; Question 40: You use the Azure Machine Learning service to create a tabul...; Question 41: You are solving a classification task. You must evaluate you...; Question 42: Note: This question is part of a series of questions that pr...; Question 43: Note: This question is part of a series of questions that pr...; Question 44: Note: This question is part of a series of questions that pr...; Question 45: You have a dataset that contains 2,000 rows. You are buildin...; Question 46: You need to resolve the local machine learning pipeline perf...; Question 47: You use Azure Machine Learning Studio to build a machine lea...; Question 48: You manage an Azure Al Foundry project. You develop a Prompt...; Question 49: You create a datastore named training_data that references a...; Question 50: You create an Azure Machine Learning workspace named workspa...; Question 51: You create a workspace to include a compute instance by usin...; Question 52: You have an Azure Machine Learning (ML) model deployed to an...; Question 53: You need to identify the methods for dividing the data accor...; Question 54: You use Azure Machine Learning designer to create a training...; Question 55: You create a multi-class image classification deep learning ...; Question 56: You manage an Azure Machine Learning workspace named Workspa...; Question 57: You deploy a real-time inference service for a trained model...; Question 58: You manage an Azure Machine learning workspace named workspa...; Question 59: A coworker registers a datastore in a Machine Learning servi...; Question 60: Note: This question is part of a series of questions that pr...; Question 61: You have an Azure Machine Learning workspace. You plan to tu...; Question 62: You use an Azure Machine Learning workspace. Azure Data Fact...; Question 63: You have an Azure Machine Learning workspace. You plan to us...; Question 64: You are using the Azure Machine Learning designer to transfo...; Question 65: You are developing a deep learning model by using TensorFlow...; Question 66: You have an Azure Machine Learning workspace. You plan to tu...; Question 67: Note: This question is part of a series of questions that pr...; Question 68: You train a model and register it in your Azure Machine Lear...; Question 69: You are performing sentiment analysis using a CSV file that ...; Question 70: You are creating a machine learning model that can predict t...; Question 71: You need to correct the model fit issue. Which three actions...; Question 72: You need to implement a model development strategy to determ...; Question 73: Note: This question is part of a series of questions that pr...; Question 74: You manage an Azure Machine Learning workspace. The developm...; Question 75: Note: This question is part of a series of questions that pr...; Question 76: You perform hyper parameter tuning with Azure Machine Learni...; Question 77: You need to select a feature extraction method. Which method...; Question 78: You need to modify the inputs for the global penalty event m...; Question 79: You are authoring a notebook in Azure Machine Learning studi...; Question 80: You create an Azure Machine Learning workspace. You are trai...; Question 81: You are preparing to use the Azure ML SDK to run an experime...; Question 82: You use Azure Machine Learning to train a machine learning m...; Question 83: You are creating a machine learning model. You have a datase...; Question 84: You previously deployed a model that was trained using a tab...; Question 85: You have a Python data frame named salesData in the followin...; Question 86: You manage an Azure Machine Learning workspace. You have an ...; Question 87: Note: This question is part of a series of questions that pr...; Question 88: You create an Azure Machine Learning workspace. You must cre...; Question 89: You create machine learning models by using Azure Machine Le...; Question 90: Note: This question is part of a series of questions that pr...; Question 91: You are using an Azure Machine Learning workspace. You set u...; Question 92: You create a machine learning model by using the Azure Machi...; Question 93: You train and publish a machine teaming model. You need to r...; Question 94: You use the Azure Machine Learning SDK in a notebook to run ...; Question 95: You train and register an Azure Machine Learning model You p...; Question 96: You are a data scientist working for a bank and have used Az...; Question 97: Note: This question is part of a series of questions that pr...; Question 98: You have an Azure Machine Learning workspace. You are connec...; Question 99: Note: This question is part of a series of questions that pr...; Question 100: You plan to run a Python script as an Azure Machine Learning...; Question 101: A set of CSV files contains sales records. All the CSV files...; Question 102: You create a script that trains a convolutional neural netwo...; Question 103: You create a binary classification model by using Azure Mach...; Question 104: You need to implement early stopping criteria as suited in t...; Question 105: You design a project for interactive data mangling with Apac...; Question 106: You use Azure Machine Learning to deploy a model as a real-t...; Question 107: Note: This question is part of a series of questions that pr...; Question 108: You have a Python script that executes a pipeline. The scrip...; Question 109: You plan to use a Data Science Virtual Machine (DSVM) with t...; Question 110: You have machine learning models produce unfair predictions ...; Question 111: You need to define a process for penalty event detection. Wh...; Question 112: You use the Two-Class Neural Network module in Azure Machine...; Question 113: You manage an Azure Machine Learning workspace. You plan to ...; Question 114: You create a classification model with a dataset that contai...; Question 115: You use Azure Machine Learning designer to create a real-tim...; Question 116: You have the following Azure subscriptions and Azure Machine...; Question 117: You have an Azure Machine Learning workspace that contains a...; Question 118: You are retrieving data from a large datastore by using Azur...; Question 119: You manage an Azure Machine Learning workspace. You train a ...; Question 120: You train a model by using Azure Machine Learning. You use A...; Question 121: You are using Azure Machine Learning to train machine learni...; Question 122: You create an Azure Machine Learning workspace. You must imp...; Question 123: You use the designer to create a training pipeline for a cla...; Question 124: Note: This question is part of a series of questions that pr...; Question 125: You are building recurrent neural network to perform a binar...; Question 126: You need to configure the Edit Metadata module so that the s...; Question 127: You create a binary classification model. The model is regis...; Question 128: You use the Azure Machine Learning designer to create and ru...; Question 129: You have a dataset that contains records of patients tested ...; Question 130: You use Azure Machine Learning Designer lo load the followin...; Question 131: You plan to build a team data science environment. Data for ...; Question 132: You create an Azure Machine Learning workspace. You use Azur...; Question 133: You have a multi-class image classification deep learning mo...; Question 134: Note: This question is part of a series of questions that pr...; Question 135: You are a data scientist creating a linear regression model....; Question 136: You plan to run a Python script as an Azure Machine Learning...; Question 137: You manage an Azure Machine Learning workspace. The Pylhon s...; Question 138: You need to configure the Feature Based Feature Selection mo...; Question 139: You create an Azure Machine Learning workspace. You need to ...; Question 140: You are creating a machine learning model in Python. The pro...; Question 141: You are using The Azure Machine Learning designer to transfo...; Question 142: You create an Azure Machine Learning dataset containing auto...; Question 143: You create an MLflow model You must deploy the model to Azur...; Question 144: Note: This question is part of a series of questions that pr...; Question 145: You use an Azure Machine Learning workspace. You must monito...; Question 146: You need to configure the Permutation Feature Importance mod...; Question 147: You have an Azure Machine Learning workspace named workspace...; Question 148: You manage an Azure Machine Learning workspace named Workspa...; Question 149: You use the Azure Machine Learning designer to create and ru...; Question 150: You develop and train a machine learning model to predict fr...; Question 151: You manage an Azure Machine Learning workspace named workspa...; Question 152: Note: This question is part of a series of questions that pr...; Question 153: You define a datastore named ml-data for an Azure Storage bl...; Question 154: Note: This question is part of a series of questions that pr...; Question 155: You are implementing a machine learning model to predict sto...; Question 156: You use Azure Machine Learning Designer to load the followin...; Question 157: You use the Azure Machine Learning Python SDK to create a ba...; Question 158: You are evaluating a Python NumPy array that contains six da...; Question 159: You need to select a pre built development environment for a...; Question 160: You are building a recurrent neural network to perform a bin...; Question 161: You have a dataset created for multiclass classification tas...; Question 162: You manage are Azure Machine Learning workspace by using the...; Question 163: You have a binary classifier that predicts positive cases of...; Question 164: You need to define a process for penalty event detection. Wh...; Question 165: You manage an Azure Machine Learning won pace named workspac...; Question 166: Note: This question is part of a series of questions that pr...; Question 167: You manage an Azure Machine Learning workspace. You must pro...; Question 168: You are analyzing a dataset by using Azure Machine Learning ...; Question 169: You are preparing to build a deep learning convolutional neu...; Question 170: You manage an Azure Machine Learning workspace. You create a...; Question 171: You are developing a machine learning, experiment by using A...; Question 172: You manage an Azure Machine learning workspace. The workspac...; Question 173: Note: This question is part of a series of questions that pr...; Question 174: You create a binary classification model. You use the Fairle...; Question 175: Note: This question is part of a series of questions that pr...; Question 176: You create a binary classification model to predict whether ...; Question 177: Note: This question is part of a series of questions that pr...; Question 178: Note: This question is part of a series of questions that pr...; Question 179: You manage an Azure Machine Learning workspace. You develop ...; Question 180: You are using the Hyperdrive feature in Azure Machine Learni...; Question 181: You monitor an Azure Machine Learning classification trainin...; Question 182: Note: This question is part of a series of questions that pr...; Question 183: Note: This question is part of a series of questions that pr...; Question 184: You are working on a classification task. You have a dataset...; Question 185: You are a lead data scientist for a project that tracks the ...; Question 186: You ate designing a training job in an Azure Machine Learnin...; Question 187: You need to define an evaluation strategy for the crowd sent...; Question 188: You have an Azure Machine Learning workspace. You are runnin...; Question 189: You write five Python scripts that must be processed in the ...; Question 190: You are tuning a hyperparameter for an algorithm. The follow...; Question 191: You are creating data wrangling and model training solutions...; Question 192: You create an Azure Machine learning workspace. You are use ...; Question 193: You manage an Azure Machine Learning workspace. You configur...; Question 194: You create a deep learning model for image recognition on Az...; Question 195: You are building an experiment using the Azure Machine Learn...; Question 196: You are developing a machine learning model. You must infere...; Question 197: Note: This question is part of a series of questions that pr...; Question 198: You manage an Azure Machine Learning workspace. You design a...; Question 199: You create an Azure Machine Learning pipeline named pipeline...; Question 200: You create an Azure Machine Learning dataset. You use the Az...; Question 201: You run Azure Machine Learning training experiments. The tra...; Question 202: You use Azure Machine Learning Designer to load the followin...; Question 203: You plan to use the Hyperdrive feature of Azure Machine Lear...; Question 204: You are with a time series dataset in Azure Machine Learning...

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