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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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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...