dp-100 designing and implementing a data science solution on azure dumps
Below are the 30 most asked actual exam questions from the recent dp 100 exams taken in the month of March 2023 till the date 07/03/2023. Practicing these dp 100 dumps can improve your skills in the field of Designing and Implementing a Data Science Solution on Azure. dp 100 dumps pdf 2023 download is also possible from our site. dp-100 exam questions and answers 2023 are compiled in the latest to oldest format. Feel free to start from anywhere.
You are planning to host practical training to acquaint staff with Docker for Windows.
Staff devices must support the installation of Docker.
Which of the following are requirements for this installation? Answer by dragging the correct options from the list to the answer area.
Select and Place:
A. 2 GB of system RAM
B. 4 GB of system RAM
C. BIOS-enabled virtualization
D. Microsoft Hardware Assisted virtualization Detection Tool
E. Windows 10 64-bit
F. Windows 10 32-bit
Complete the sentence by selecting the correct option in the answer area.
Hot Area:
is required for a Deep Learning Virtual Machine(DLVM) to support Compute Unified Device Architecture(CUDA) computations.A. SSD
B. FPGA
C. GPU
D. Power BI
You need to implement a Data Science Virtual Machine(DSVM) that supports the Caffe2 deep leaning framework. Which of the following DSVM should you create?
A. Windows Server 2012 DSVM
B. Windows Server 2016 DSVM
C. Ubuntu 16.04 DSVM
D. CentOS 7.4 DSVM
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with employing a machine learning model, which makes use of a PostgreSQL database and needs GPU processing, to forecast prices.
You are preparing to create a virtual machine that has the necessary tools built into it.
You need to make use of the correct virtual machine type.
Recommendation: You make use of a Geo AI Data Science Virtual Machine (Geo-DSVM) Windows edition.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with employing a machine learning model, which makes use of a PostgreSQL database and needs GPU processing, to forecast prices.
You are preparing to create a virtual machine that has the necessary tools built into it.
You need to make use of the correct virtual machine type.
Recommendation: You make use of a Deep Learning Virtual Machine (DLVM) Windows edition.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with employing a machine learning model, which makes use of a PostgreSQL database and needs GPU processing, to forecast prices.
You are preparing to create a virtual machine that has the necessary tools built into it.
You need to make use of the correct virtual machine type.
Recommendation: You make use of a Data Science Virtual Machine (DSVM) Windows edition.
Will the requirements be satisfied?
A. Yes
B. No
You have been tasked with moving data into Azure Blob Storage for the purpose of supporting Azure Machine Learning.
Which of the following can be used to complete your task? Answer by dragging the correct options from the list to the answer area.
A. AzCopy
B. Bulk Copy Program(BCP)
C. SSIS
D. Bulk Insert SQL Query
E. Azure Storage Explorer
Complete the sentence by selecting the correct option in the answer area.
Hot Area:
To move a large dataset from Azure Machine Learning Studio to a Weka environment, the data must be converted to the —- format.
A. CSV
B. DOCX
C. ARFF
D. TXT
You have been tasked with designing a deep learning model, which accommodates the most recent edition of Python, to recognize language.
You have to include a suitable deep learning framework in the Data Science Virtual Machine (DSVM).
Which of the following actions should you take?
A. You should consider including Rattle.
B. You should consider including TensorFlow.
C. You should consider including Theano.
D. You should consider including Chainer.
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with evaluating your model on a partial data sample via k-fold cross-validation.
You have already configured a k parameter as the number of splits. You now have to configure the k parameter for the cross-validation with the usual value choice.
Recommendation: You configure the use of the value k=3.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with evaluating your model on a partial data sample via k-fold cross-validation.
You have already configured a k parameter as the number of splits. You now have to configure the k parameter for the cross-validation with the usual value choice.
Recommendation: You configure the use of the value k=10.
Will the requirements be satisfied?
A. Yes
B. No
You construct a machine learning experiment via Azure Machine Learning Studio.
You would like to split data into two separate datasets.
Which of the following actions should you take?
A. You should make use of the Split Data module.
B. You should make use of the Group Categorical Values module.
C. You should make use of the Clip Values module.
D. You should make use of the Group Data into Bins module.
You have been tasked with creating a new Azure pipeline via the Machine Learning designer.
You have to makes sure that the pipeline trains a model using data in a comma-separated values (CSV) file that is published on a website. A dataset for the file for this file does not exist.
Data from the CSV file must be ingested into the designer pipeline with the least amount of administrative effort as possible.
Which of the following actions should you take?
A. You should make use of the Convert to TXT module.
B. You should add the Copy Data object to the pipeline.
C. You should add the Import Data object to the pipeline.
D. You should add the Dataset object to the pipeline.
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You are in the process of creating a machine learning model. Your dataset includes rows with null and missing values.
You plan to make use of the Clean Missing Data module in Azure Machine Learning Studio to detect and fix the null and missing values in the dataset.
Recommendation: You make use of the Replace with median option.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You are in the process of creating a machine learning model. Your dataset includes rows with null and missing values.
You plan to make use of the Clean Missing Data module in Azure Machine Learning Studio to detect and fix the null and missing values in the dataset.
Recommendation: You make use of the Custom substitution value option.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You are in the process of creating a machine learning model. Your dataset includes rows with null and missing values.
You plan to make use of the Clean Missing Data module in Azure Machine Learning Studio to detect and fix the null and missing values in the dataset.
Recommendation: You make use of the Remove entire row option.
Will the requirements be satisfied?
A. Yes
B. No
You need to consider the underlined segment to establish whether it is accurate.
To transform a categorical feature into a binary indicator, you should make use of the Clean Missing Data module.
Select No adjustment required if the underlined segment is accurate. If the underlined segment is inaccurate, select the accurate option.
A. No adjustment required.
B. Convert to Indicator Values
C. Apply SQL Transformation
D. Group Categorical Values
You need to consider the underlined segment to establish whether it is accurate.
To improve the amount of low incidence cases in a dataset, you should make use of the SMOTE module.
Select No adjustment required if the underlined segment is accurate. If the underlined segment is inaccurate, select the accurate option.
A. No adjustment required.
B. Remove Duplicate Rows
C. Join Data
D. Edit Metadata
You need to consider the underlined segment to establish whether it is accurate.
Hot Area:
The —- visualization can be used to reveal outliers in your data.
A. Venn diagram
B. Box plot
C. Gradient descent
D. Violin plot
You are planning to host practical training to acquaint learners with data visualization creation using Python. Learner devices are able to connect to the internet.
Learner devices are currently NOT configured for Python development. Also, learners are unable to install software on their devices as they lack administrator permissions. Furthermore, they are unable to access Azure subscriptions.
It is imperative that learners are able to execute Python-based data visualization code.
Which of the following actions should you take?
A. You should consider configuring the use of Azure Container Instance.
B. You should consider configuring the use of Azure BatchAI.
C. You should consider configuring the use of Azure Notebooks.
D. You should consider configuring the use of Azure Kubernetes Service.
Complete the sentence by selecting the correct option in the answer area.
Hot Area:
—– is a data cleaning option of the Clean Missing Data module that does not require predictors for each column.
A. Probabilistic PCA
B. Median
C. SMOTE
D. Custom substitution value
You have recently concluded the construction of a binary classification machine learning model.
You are currently assessing the model. You want to make use of a visualization that allows for precision to be used as the measurement for the assessment.
Which of the following actions should you take?
A. You should consider using Venn diagram visualization.
B. You should consider using Receiver Operating Characteristic (ROC) curve visualization.
C. You should consider using Box plot visualization.
D. You should consider using the Binary classification confusion matrix visualization.
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You have been tasked with evaluating your model on a partial data sample via k-fold cross-validation.
You have already configured a k parameter as the number of splits. You now have to configure the k parameter for the cross-validation with the usual value choice.
Recommendation: You configure the use of the value k=1.
Will the requirements be satisfied?
A. Yes
B. No
You are in the process of constructing a regression model.
You would like to make it a Poisson regression model. To achieve your goal, the feature values need to meet certain conditions.
Which of the following are relevant conditions with regards to the label data? Answer by dragging the correct options from the list to the answer area.
Select and Place:
A. It must be whole numbers.
B. It must be a negetive value.
C. It must be fractions.
D. It must be non-discrete
E. It must be a positive value.
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You are in the process of carrying out feature engineering on a dataset.
You want to add a feature to the dataset and fill the column value.
Recommendation: You must make use of the Group Categorical Values Azure Machine Learning Studio module.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You are in the process of carrying out feature engineering on a dataset.
You want to add a feature to the dataset and fill the column value.
Recommendation: You must make use of the Join Data Azure Machine Learning Studio module.
Will the requirements be satisfied?
A. Yes
B. No
This question is included in a number of questions that depicts the identical set-up. However, every question has a distinctive result. Establish if the recommendation satisfies the requirements.
You are in the process of carrying out feature engineering on a dataset.
You want to add a feature to the dataset and fill the column value.
Recommendation: You must make use of the Edit Metadata Azure Machine Learning Studio module.
Will the requirements be satisfied?
A. Yes
B. No
You have been tasked with ascertaining if two sets of data differ considerably. You will make use of Azure Machine Learning Studio to complete your task.
You plan to perform a paired t-test.
Which of the following are conditions that must apply to use a paired t-test? (Choose all that apply.)
A. All scores are independent from each other.
B. You have a matched pairs of scores.
C. The sampling distribution of d is normal.
D. The sampling distribution of x1- x2 is normal.
You are preparing to train a regression model via automated machine learning. The data available to you has features with missing values, as well as categorical features with little discrete values.
You want to make sure that automated machine learning is configured as follows:
✑ missing values must be automatically imputed.
✑ categorical features must be encoded as part of the training task.
Which of the following actions should you take?
A. You should make use of the featurization parameter with the ‘auto’ value pair.
B. You should make use of the featurization parameter with the ‘off’ value pair.
C. You should make use of the featurization parameter with the ‘on’ value pair.
D. You should make use of the featurization parameter with the ‘FeaturizationConfig’ value pair.