Mastering Azure ML: Key Concepts and Techniques Explained
School
Massachusetts Institute of Technology**We aren't endorsed by this school
Course
EECS 6.036
Subject
Industrial Engineering
Date
Dec 10, 2024
Pages
2
Uploaded by MajorIbisPerson1259
1)Predictive Experiment can be used directly after creating it from a training experiment. Select the appropriate option as answer.True, but need changes for data transformation2)A K-Means Cluster is said to be well defined if the cluster isNo such metrics3)The support vector machine algorithm is used for which of the following?Slower Predictions (More accuracy)4)The data preparation step enables which of the following?Trains and evaluates the model changed toCleans missing data5)To prevent running Import Data module each time, we run an experiment, when data is imported from Azure Blob storage, we can use _____________.Stored Results6)Get the required size of a dataset from a large amount of accumulated data is called ________Preprocess Sampling7)Azure Webservice is based on ____________.REST API and JSON format8)When predicting if the patient has cancer or not, which parameter must be given importance?Recall9)Age can be Normalised through _________.MinMax10)In Azure Stream analytics, webservice is added as a ___________Function11)In regression, On predictions based on transformed data whichhas a different unit compared the actual value, which errors best describes the quality of the model ____________Relative Errors12)What is the Azure CLI command to create a machine learning workspace?Az ml workspace create -w $workspace -g $resource13)Which of the following is the preferred model to find the best fit line for a data set using linear regression?Least square error14)A 5GB data file attained from a U-SQL job can be used for a training experiment through __________.Any of the options15)When data is classified into two categories or classes, what type of classification is it?
Binary16)A client application needs to fetch reference data based on customer location and data is shared on multiple databases. Servicing the application through a single prediction web service is possible through ______________.Parametrising Webservice URL17)All our published web services can be considered as _________.Azure Resources18)Select the option that represents the correct order of followingtasks: (A) Predictive Experiment (B) Training Experiment (C) Model Evaluation (D) Data Preprocessing (E) API PublishingBDCAE19)Data Visualization in Azure ML Studio is possible through ________Import module and jupyter notebook20)What are the different aspects of data that need to be analysed when understanding data?All21)Quality of our classifier can be determined through _________.Confusion Matrix22)Azure ML Studio's import data item does not allow loading data from on-premises SQL databaseFalse23)Average amount of money spent by a user at a Supermarket can be predicted through ____________Regression24)Azure ML studio enables which of the following to perform efficientlyAll the options25)Which of the following is the best model to predict the numberof earthquakes occurring at a place based on historical data?Poisson Regression26)Which of the following is false about Train Data and Test Data in Azure ML Studio _________?Train and test data random split is reproducible 27)Collaboration in Azure Machine Learning is possible through ________.Invitation to Workspace