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2. Train Models & Run Experiments (25-30%):
- Models creation with Azure ML Designer: This domain covers the examinees’ skills in using custom code modules within the design and using designer modules for the definition of pipeline data flows. It also requires one’s competence in ingesting data within designer pipelines and creating training pipelines utilizing ML Designer.
- Metrics generation from experiment runs: The candidates must be able to use logs for troubleshooting errors in experiment runs, log metrics from experiment run, and view and retrieve experiment outputs.
- Training scripts run within Azure ML workspaces: The students should have the expertise in creating and running experiments utilizing Azure ML SDK as well configuring run settings for the scripts. This subject area also requires their skills in data consumption from datasets for an experiment using Azure ML SDK.
- Model training process automation: The individuals need the relevant skills in running pipelines, passing data within steps in pipelines, monitoring pipeline runs, and creating pipelines with the use of SDK.
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
What is the duration of the DP-100 Exam
- Passing Score: 700/1000
- Length of Examination: 150 minutes
- Format: Multiple choices, multiple answers
- Number of Questions: 45-60
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Microsoft Certified Azure Data Scientist Associate Certification exam has a higher rank in the Information Technology sector. Candidate can add the most powerful Microsoft DP-100 certification on their resume by passing Microsoft DP-100 exam. Microsoft DP-100 is a very challenging exam Candidate will have to work hard to pass this exam. With the help of PassSureExam provided the right focus and preparation material passing this exam is an achievable goal. PassSureExam provide the most relevant and updated Microsoft DP-100 exam dumps. Furthermore, We also provide the Microsoft DP-100 practice test that will be much beneficial in the preparation. Our aims to provide the best Microsoft DP-100 pdf exam dumps. We are providing all useful preparation materials such as Microsoft DP-100 exam dumps that had been verified by the Microsoft experts, Microsoft DP-100 braindumps and customer care service in case of any problem. These are things are very helpful in passing the exam with good grades.
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Career Opportunities & Salary Outlook
The demand for the certified professionals is on the increase. As an Azure Data Scientist, you can explore many employment opportunities. So, if you want to boost your career potential, pursuing the Microsoft Certified: Azure Data Scientist Associate certification is the right step. To get this certificate, you have to pass the qualifying exam, which is Microsoft DP-100. With this associate-level certification, you can get the positions, such as a Data Scientist, a Senior Data Scientist, a Data Science Manager, and a Data Science Director. The average salary for these job roles is $135,000 per annum. With advanced experience, the specialists can earn up to $170,000 per year.
Microsoft DP-100 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Optimize and manage models | - Improve model performance - Track experiments and manage model lifecycle |
| Topic 2: Explore and analyze data | - Perform exploratory data analysis - Ingest and prepare data for modeling |
| Topic 3: Design and prepare a machine learning solution | - Select appropriate Azure services for machine learning workloads - Manage compute and data assets - Plan and configure Azure Machine Learning workspace |
| Topic 4: Train machine learning models | - Tune hyperparameters and evaluate models - Train models using Azure Machine Learning |
| Topic 5: Deploy and consume models | - Monitor deployed models and endpoints - Deploy models to endpoints |
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