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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:	254
Version:	v2025-09-01
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Exam Question List: Question 1: Hotspot Question You are using the Azure Machine Learning de...; Question 2: Hotspot Question You train classification and regression mod...; Question 3: You use the Azure Machine Learning designer to create and ru...; Question 4: Hotspot Question You train a machine learning model by using...; Question 5: Hotspot Question You create an Azure Machine Learning worksp...; Question 6: You need to select a feature extraction method. Which method...; Question 7: Hotspot Question You have an Azure Machine Learning workspac...; Question 8: You manage an Azure Machine Learning workspace named Workspa...; Question 9: You plan to create a speech recognition deep learning model....; Question 10: You train a model and register it in your Azure Machine Lear...; Question 11: You have an Azure Machine Learning workspace. You are connec...; Question 12: Hotspot Question You create a list of movie descriptions in ...; Question 13: Drag and Drop Question You have an Azure Machine Learning wo...; Question 14: You are attaching an Azure Databricks-based compute resource...; Question 15: Hotspot Question You are developing a machine learning, expe...; Question 16: Drag and Drop Question An organization uses Azure Machine Le...; Question 17: You plan to deliver a hands-on workshop to several students....; Question 18: Hotspot Question You write code to retrieve an experiment th...; Question 19: You are evaluating a completed binary classification machine...; Question 20: You build a data pipeline in an Azure Machine Learning works...; Question 21: Drag and Drop Question You are producing a multiple linear r...; Question 22: You train a machine learning model. You must deploy the mode...; Question 23: You use the following code to run a script as an experiment ...; Question 24: Note: This question is part of a series of questions that pr...; Question 25: Hotspot Question You are using C-Support Vector classificati...; Question 26: Hotspot Question You create an Azure Machine Learning worksp...; Question 27: You are analyzing a dataset containing historical data from ...; Question 28: Note: This question is part of a series of questions that pr...; Question 29: Note: This question is part of a series of questions that pr...; Question 30: You manage an Azure Machine Learning workspace. You build a ...; Question 31: You manage an Azure Machine Learning workspace. The workspac...; Question 32: You are training machine learning models in Azure Machine Le...; Question 33: Note: This question is part of a series of questions that pr...; Question 34: You use the Azure Machine Learning SDK v2 for Python and not...; Question 35: You register a model that you plan to use in a batch inferen...; Question 36: Hotspot Question You have an Azure Machine learning workspac...; Question 37: Hotspot Question You are using the Hyperdrive feature in Azu...; Question 38: Drag and Drop Question You previously deployed a model that ...; Question 39: Hotspot Question You have a dataset that contains 2,000 rows...; Question 40: Hotspot Question You create an Azure Data Lake Storage Gen2 ...; Question 41: You train and register a model in your Azure Machine Learnin...; Question 42: Hotspot Question Complete the sentence by selecting the corr...; Question 43: Hotspot Question You need to configure the Feature Based Fea...; Question 44: Note: This question is part of a series of questions that pr...; Question 45: Hotspot Question You have an Azure Machine Learning workspac...; Question 46: Hotspot Question You have a multi-class image classification...; Question 47: Note: This question is part of a series of questions that pr...; Question 48: You use Azure Machine Learning to train a model. You must us...; Question 49: Note: This question is part of a series of questions that pr...; Question 50: Hotspot Question You are developing code to analyze a datase...; Question 51: You use differential privacy to ensure your reports are priv...; Question 52: You use Azure Machine Learning Studio to build a machine lea...; Question 53: Hotspot Question You use an Azure Machine Learning workspace...; Question 54: Drag and Drop Question You configure a Deep Learning Virtual...; Question 55: You create a multi-class image classification deep learning ...; Question 56: Hotspot Question You create an Azure Machine learning worksp...; Question 57: You manage an Azure Machine Learning workspace. You must set...; Question 58: You are determining if two sets of data are significantly di...; Question 59: You have an Azure Machine Learning workspace named WS1. You ...; Question 60: You create an Azure Machine Learning workspace named workspa...; Question 61: Note: This question is part of a series of questions that pr...; Question 62: Hotspot Question You plan to use Hyperdrive to optimize the ...; Question 63: Hotspot Question You are hired as a data scientist at a wine...; Question 64: You create an MLflow model. You must deploy the model to Azu...; Question 65: You create a batch inference pipeline by using the Azure ML ...; Question 66: Hotspot Question You are retrieving data from a large datast...; Question 67: You are developing deep learning models to analyze semi-stru...; Question 68: You are building a regression model for estimating the numbe...; Question 69: Hotspot Question You create an Azure Machine Learning model ...; Question 70: Drag and Drop Question You train and register a model by usi...; Question 71: Hotspot Question You have an Azure blob container that conta...; Question 72: You are a data scientist working for a hotel booking website...; Question 73: Note: This question is part of a series of questions that pr...; Question 74: Note: This question is part of a series of questions that pr...; Question 75: Note: This question is part of a series of questions that pr...; Question 76: Note: This question is part of a series of questions that pr...; Question 77: Note: This question is part of a series of questions that pr...; Question 78: Note: This question is part of a series of questions that pr...; Question 79: Hotspot Question You need to set up the Permutation Feature ...; Question 80: Hotspot Question You create an Azure Machine Learning worksp...; Question 81: Drag and Drop Question You manage an Azure Machine Learning ...; Question 82: You are creating a binary classification by using a two-clas...; Question 83: Drag and Drop Question You need to produce a visualization f...; Question 84: Hotspot Question You need to identify the methods for dividi...; Question 85: Note: This question is part of a series of questions that pr...; Question 86: Note: This question is part of a series of questions that pr...; Question 87: Hotspot Question A coworker registers a datastore in a Machi...; Question 88: You are implementing a machine learning model to predict sto...; Question 89: You create a binary classification model. You need to evalua...; Question 90: Hotspot Question You need to replace the missing data in the...; Question 91: Note: This question is part of a series of questions that pr...; Question 92: You are analyzing a dataset by using Azure Machine Learning ...; Question 93: You are planning to register a trained model in an Azure Mac...; Question 94: Hotspot Question You use Azure Machine Learning to implement...; Question 95: Note: This question is part of a series of questions that pr...; Question 96: Hotspot Question You manage an Azure Machine Learning worksp...; Question 97: You create an Azure Machine Learning workspace. The workspac...; Question 98: You manage an Azure Machine Learning workspace. You plan to ...; Question 99: Note: This question is part of a series of questions that pr...; Question 100: Drag and Drop Question You are designing an Azure Machine Le...; Question 101: Hotspot Question You manage an Azure Machine Learning worksp...; Question 102: Hotspot Question You train a model by using Azure Machine Le...; Question 103: You are solving a classification task. The dataset is imbala...; Question 104: Drag and Drop Question You are building an intelligent solut...; Question 105: Note: This question is part of a series of questions that pr...; Question 106: You are a lead data scientist for a project that tracks the ...; Question 107: You need to implement a new cost factor scenario for the ad ...; Question 108: Hotspot Question You create a script for training a machine ...; Question 109: You write a Python script that processes data in a comma-sep...; Question 110: You train and publish a machine learning model. You need to ...; Question 111: You are with a time series dataset in Azure Machine Learning...; Question 112: Hotspot Question You download a .csv file from a notebook in...; Question 113: Note: This question is part of a series of questions that pr...; Question 114: Hotspot Question You create an Azure Machine Learning worksp...; Question 115: Hotspot Question You are the owner of an Azure Machine Learn...; Question 116: You create an Azure Machine Learning workspace named ML-work...; Question 117: Note: This question is part of a series of questions that pr...; Question 118: You need to implement a model development strategy to determ...; Question 119: Note: This question is part of a series of questions that pr...; Question 120: You have an Azure Machine Learning workspace. You plan to tu...; Question 121: Drag and Drop Question You have an Azure Machine Learning wo...; Question 122: Hotspot Question You are creating a machine learning model i...; Question 123: Drag and Drop Question You manage an Azure Machine Learning ...; Question 124: You create a training pipeline by using the Azure Machine Le...; Question 125: Note: This question is part of a series of questions that pr...; Question 126: Note: This question is part of a series of questions that pr...; Question 127: You plan to create a compute instance as part of an Azure Ma...; Question 128: You run a script as an experiment in Azure Machine Learning....; Question 129: Drag and Drop Question You configure a Deep Learning Virtual...; Question 130: You have a dataset that is stored in an Azure Machine Learni...; Question 131: You use the Azure Machine Learning service to create a tabul...; Question 132: A company is designing a solution that uses Azure Databricks...; Question 133: Drag and Drop Question You create an Azure Machine Learning ...; Question 134: You use the Azure Machine Learning SDK for Python to create ...; Question 135: Drag and Drop Question You need to implement an early stoppi...; Question 136: You manage an Azure Machine Learning workspace named workspa...; Question 137: Drag and Drop Question You are producing a multiple linear r...; Question 138: Hotspot Question You are preparing to build a deep learning ...; Question 139: You manage an Azure Machine Learning workspace. You must cre...; Question 140: Note: This question is part of a series of questions that pr...; Question 141: You run an automated machine learning experiment in an Azure...; Question 142: Hotspot Question You have a feature set containing the follo...; Question 143: Hotspot Question You create a new Azure Databricks workspace...; Question 144: You manage an Azure Machine Learning Workspace named Workspa...; Question 145: Drag and Drop Question You need to modify the inputs for the...; Question 146: You are using a ScriptRunConfig object to configure an exper...; Question 147: Hotspot Question You load data from a notebook in an Azure M...; Question 148: You manage an Azure Machine Learning workspace. You choose t...; Question 149: Hotspot Question You have a binary classifier that predicts ...; Question 150: Hotspot Question You are using hyperparameter tuning in Azur...; Question 151: You create a workspace by using Azure Machine Learning Studi...; Question 152: You are using Azure Machine Learning to monitor a trained an...; Question 153: Note: This question is part of a series of questions that pr...; Question 154: You have an Azure Machine Learning workspace. You plan to us...; Question 155: You manage an Azure Machine Learning workspace by using the ...; Question 156: You must store data in Azure Blob Storage to support Azure M...; Question 157: Note: This question is part of a series of questions that pr...; Question 158: You plan to use the Hyperdrive feature of Azure Machine Lear...; Question 159: You are developing a machine learning model. You must infere...; Question 160: You are a data scientist building a deep convolutional neura...; Question 161: You manage an Azure Machine Learning workspace. You experime...; Question 162: Hotspot Question You manage an Azure Machine Learning worksp...; Question 163: Hotspot Question You are running a training experiment on re...; Question 164: Hotspot Question You have machine learning models that produ...; Question 165: Hotspot Question You arc I mating a deep learning model to i...; Question 166: Hotspot Question You manage an Azure Machine Learning worksp...; Question 167: You create an Azure Machine Learning workspace. You train an...; Question 168: You run Azure Machine Learning training experiments. The tra...; Question 169: Hotspot Question You publish a batch inferencing pipeline th...; Question 170: You manage an Azure Machine Learning workspace. You must pro...; Question 171: You are implementing hyperparameter tuning for a model train...; Question 172: You train and register a machine learning model. You create ...; Question 173: Hotspot Question You are tuning a hyperparameter for an algo...; Question 174: You are analyzing a dataset containing historical data from ...; Question 175: Drag and Drop Question You create an Azure Machine Learning ...; Question 176: Note: This question is part of a series of questions that pr...; Question 177: Drag and Drop Question You have an Azure Machine Learning wo...; Question 178: You are creating a classification model for a banking compan...; Question 179: You have a Jupyter Notebook that contains Python code that i...; Question 180: Hotspot Question You use an Azure Machine Learning workspace...; Question 181: Hotspot Question You are creating data wrangling and model t...; Question 182: You create an Azure Machine Learning managed compute resourc...; Question 183: You create an Azure Machine Learning workspace. You must con...; Question 184: You need to select an environment that will meet the busines...; Question 185: You are creating a new Azure Machine Learning pipeline using...; Question 186: Note: This question is part of a series of questions that pr...; Question 187: Hotspot Question You manage an Azure Machine Learning worksp...; Question 188: Hotspot Question You build a data pipeline in an Azure Machi...; Question 189: Drag and Drop Question You create an Azure Machine Learning ...; Question 190: Note: This question is part of a series of questions that pr...; Question 191: Note: This question is part of a series of questions that pr...; Question 192: Hotspot Question You manage an Azure Machine Learning worksp...; Question 193: You create an Azure Machine Learning workspace. You use Azur...; Question 194: Drag and Drop Question You need to define a modeling strateg...; Question 195: You need to evaluate the potential risk of exposing personal...; Question 196: You need to select a pre built development environment for a...; Question 197: Hotspot Question You use an Azure Machine Learning workspace...; Question 198: Note: This question is part of a series of questions that pr...; Question 199: Note: This question is part of a series of questions that pr...; Question 200: Hotspot Question You manage an Azure Machine Learning worksp...; Question 201: You plan to use automated machine learning by using Azure Ma...; Question 202: Note: This question is part of a series of questions that pr...; Question 203: You have a dataset that contains records of patients tested ...; Question 204: You manage an Azure Machine Learning workspace. You plan to ...; Question 205: Drag and Drop Question YOU have a data-set that contains ove...; Question 206: You create an Azure Machine Learning workspace. You train an...; Question 207: You have an Azure Machine Learning workspace and a serverles...; Question 208: Drag and Drop Question You create a training pipeline using ...; Question 209: You create a datastore named training_data that references a...; Question 210: You use the following code to define the steps for a pipelin...; Question 211: Note: This question is part of a series of questions that pr...; Question 212: Hotspot Question You manage an Azure Machine Learning worksp...; Question 213: Hotspot Question Complete the sentence by selecting the corr...; Question 214: Note: This question is part of a series of questions that pr...; Question 215: You use the Azure Machine Learning SDK in a notebook to run ...; Question 216: Hotspot Question You have an Azure Machine Learning workspac...; Question 217: Drag and Drop Question You have several machine learning mod...; Question 218: Drag and Drop Question You create an Azure Machine Learning ...; Question 219: Note: This question is part of a series of questions that pr...; Question 220: Note: This question is part of a series of questions that pr...; Question 221: You create an Azure Machine Learning workspace. You are prep...; Question 222: Note: This question is part of a series of questions that pr...; Question 223: You manage an Azure Machine Learning workspace. You use Azur...; Question 224: Drag and Drop Question You use a training pipeline in the Az...; Question 225: Hotspot Question You plan to preprocess text from CSV files....; Question 226: Note: This question is part of a series of questions that pr...; Question 227: Note: This question is part of a series of questions that pr...; Question 228: Hotspot Question You are using Azure Machine Learning to tra...; Question 229: You create a binary classification model. The model is regis...; Question 230: Drag and Drop Question You use Azure Machine Learning to dep...; Question 231: Hotspot Question You collect data from a nearby weather stat...; Question 232: Hotspot Question You have an Azure Machine Learning workspac...; Question 233: You are developing a machine learning model by using Azure M...; Question 234: Hotspot Question You create an Azure Databricks workspace an...; Question 235: You deploy a model as an Azure Machine Learning real-time we...; Question 236: Hotspot Question You are analyzing the asymmetry in a statis...; Question 237: A company manufactures automobile parts. The company install...; Question 238: Drag and Drop Question You have an Azure Machine Learning wo...; Question 239: Note: This question is part of a series of questions that pr...; Question 240: Hotspot Question You create an Azure Machine Learning datase...; Question 241: Drag and Drop Question You are developing a machine learning...; Question 242: Hotspot Question You have an Azure subscription that contain...; Question 243: Hotspot Question You create an Azure Machine Learning worksp...; Question 244: Hotspot Question You create an Azure Machine Learning worksp...; Question 245: Hotspot Question You are developing a deep learning model by...; Question 246: You are implementing hyperparameter tuning by using Bayesian...; Question 247: You are performing clustering by using the K-means algorithm...; Question 248: You create a binary classification model. You use the Fairle...; Question 249: You have a comma-separated values (CSV) file containing data...; Question 250: Note: This question is part of a series of questions that pr...; Question 251: Drag and Drop Question You manage an Azure Machine Learning ...; Question 252: You manage an Azure Machine Learning workspace that includes...; Question 253: Hotspot Question You create a Python script named train.py a...; Question 254: Note: This question is part of a series of questions that pr...

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