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Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
The Microsoft DP-100 exam is created for the individuals who are involved in implementing machine learning techniques. The candidates for this certification test should have an in-depth knowledge of identifying and preparing the development environment, applying scientific data and rigor exploration techniques to acquire actionable insights along with communicating results to the stakeholders. They should also possess the skills in preparing data for modeling and developing models. In addition, they should also be able to apply machine learning techniques to train, deploy and evaluate models to build any AI solutions, which satisfy the business objectives.
This is the most recommended way of preparing for the Microsoft DP-100 exam. Microsoft offers the official training course under the title “Designing and Implementing a Data Science Solution on Azure” to help the students build a solid knowledge base for the test. The training sessions are delivered to the individuals by the world-class professionals with plenty of experience in the field. So, the candidates get trained accordingly in the best way possible. Another advantage of taking the instructor-led course is that you have an opportunity to ask your questions and receive feedback whenever you face difficulties.
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You create an Azure Machine Learning workspace. You are training a classification model with no-code AutoML in Azure Machine Learning studio.
The model must predict if a client of a financial institution will subscribe to a fixed-term deposit. You must preview the data profile in Azure Machine Learning studio once the dataset is created.
You need to train the model.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Correct Answer:

Explanation:
You use Azure Machine Learning Designer to load the following datasets into an experiment:
Data set 1
Dataset 2
You need to create a dataset that has the same columns and header row as the input datasets and contains all rows from both input datasets.
Solution: Use the Apply Transformation component.
Does the solution meet the goal?
Correct Answer: B 🗳️
You create an Azure Machine Learning workspace.
You must use the Python SDK v2 to implement an experiment from a Jupiter notebook in the workspace. The experiment must log string metrics.
You need to implement the method to log the string metrics.
Which method should you use?
Correct Answer: C 🗳️
You use Azure Machine Learning to deploy a model as a real-time web service.
You need to create an entry script for the service that ensures that the model is loaded when the service starts and is used to score new data as it is received.
Which functions should you include in the script? To answer, drag the appropriate functions to the correct actions. Each function may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation:
Box 1: init()
The entry script has only two required functions, init() and run(data). These functions are used to initialize the service at startup and run the model using request data passed in by a client. The rest of the script handles loading and running the model(s).
Box 2: run()
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-existing-model
You train a machine learning model by using Aunt Machine Learning.
You use the following training script m Python to log an accuracy value.
You must use a Python script to define a sweep job.
You need to provide the primary metric and goal you want hyper parameter tuning to optimize.
How should you complete the Python script? To answer select the appropriate options in the answer area NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation:
Viewing page 1 out of 106 pages.
Viewing questions 1-5 out of 528 questions.
Microsoft Azure Administrator Certification Transition (AZ-102日本語版)
Microsoft Azure Fundamentals (AZ-900 Korean Version)
Microsoft Azure Fundamentals
Designing and Implementing Microsoft DevOps Solutions (AZ-400日本語版)
Administering Relational Databases on Microsoft Azure
Designing and Implementing a Data Science Solution on Azure (DP-100 Korean Version)
Developing Solutions for Microsoft Azure (AZ-203 Deutsch Version)
Microsoft Azure Fundamentals (AZ-900 Deutsch Version)
Microsoft Azure Infrastructure and Deployment (AZ-100日本語版)
Microsoft Azure Architect Design (AZ-301日本語版)
Microsoft Azure Administrator (AZ-103 Korean Version)
Design and Implement Big Data Analytics Solutions
Administering Relational Databases on Microsoft Azure (DP-300日本語版)
Developing Solutions for Microsoft Azure (AZ-204日本語版)
Microsoft Azure Integration and Security (AZ-101 Deutsch Version)
Designing and Implementing a Data Science Solution on Azure
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