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Candidates with permission to take DP-100 exam are those aspiring to become Azure data scientists and have formed huge knowledge in both data science and machine learning workloads based on Azure.
The certification obtained from passing DP-100 exam is proof of intermediate skills in data science since it is within the associate hierarchy. Apart from applying for and getting a job in a preferred company, you can also expand your skills in an area of interest. With the role-based scheme, there are expert certifications awaiting you to earn. They include the Microsoft Certified: Azure Solutions Architect Expert and the Microsoft Certified: Azure DevOps Engineer Expert.
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
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Microsoft provides you with the elaborate outline of the skills that you need to acquire before attempting the test. The specific topics of the exam along with the main subtopics are enumerated below:
Answering the questions that are drawn from this domain, the test takers should be able to perform the tasks such as performing feature selection as well as performing feature extraction.
To answer the questions within this objective, the applicants should have the professional ability to accomplish such technical tasks as selecting a development environment; quantifying the business problem; setting up a development environment; etc.
This subject area revolves around cleansing and transforming data; performing EDA (Exploratory Data Analysis); transforming data into usable datasets.
The skills measured within this topic include selecting an algorithmic approach; evaluating model performance; training the model; identifying data imbalances; splitting datasets, and so on.
Considered many of the candidates are too busy to review, our experts designed the DP-100 exam training guide according to the real examination content, which would help you cope with the exam easily. It's very easy to pass DP-100 exam as long as you can guarantee 20 to 30 hours to learning our DP-100 exam study material. Passing the exam won't be a problem with our DP-100 latest study guide. After carefully calculating about the costs and benefits, our DP-100 exam study material would be the solid choice for you.
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Explore data and train models | 35-40% | - Run experiments and train models
|
| Topic 2: Design and prepare a machine learning solution | 20-25% | - Prepare development environments
|
| Topic 3: Prepare a model for deployment | 20-25% | - Deploy machine learning models
|
| Topic 4: Deploy and retrain models | 10-15% | - Monitor deployed models
|
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