Who should take the DP-100 exam
The Designing and Implementing a Data Science Solution on Azure (beta) DP-100 Exam certification is an internationally-recognized validation that identifies persons who earn it as possessing skilled as a Microsoft Certified Azure Data Scientist Associate. If candidates want significant improvement in career growth needs enhanced knowledge, skills, and talents. The Designing and Implementing a Data Science Solution on Azure (beta) DP-100 Exam certification provides proof of this advanced knowledge and skill. If a candidate has knowledge of associated technologies and skills that are required to pass Designing and Implementing a Data Science Solution on Azure (beta) DP-100 Exam then he should take this exam.
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
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Microsoft Designing and Implementing a Data Science Solution on Azure Exam Certification Details:
| Books / Training | DP-100T01-A: Designing and Implementing a Data Science Solution on Azure |
| Schedule Exam | Pearson VUE |
| Exam Code | DP-100 |
| Sample Questions | Microsoft Designing and Implementing a Data Science Solution on Azure Sample Questions |
| Duration | 120 mins |
| Passing Score | 700 / 1000 |
| Exam Price | $165 (USD) |
| Number of Questions | 40-60 |
| Exam Name | Microsoft Certified - Azure Data Scientist Associate |
The candidates who want to take the Microsoft DP-100 exam are expected to have competence in its objectives. This means that they need to understand the scope of topics covered in this certification test. They are as follows:
1. Azure ML Workspace Set-Up (30-35%):
- Experiment compute contexts management: The test takers must be able to create compute instances and compute targets for training and experiments. They have to know how to establish suitable compute specifications for training workloads.
- Azure ML workspace creation: This area focuses on the students’ skills in creating Azure ML workspace, operating workspaces by using Azure ML studio, and configuring workspace settings.
- Data objects management within Azure ML workspace: The applicants should have competence in the creation and management of datasets, as well as maintenance and registration of datastores.
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The Microsoft DP-100 test helps candidates check their machine learning knowledge and skills and prove themselves as qualified data scientists.
Microsoft DP-100 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Design and prepare a machine learning solution | 20-25% | - Design a machine learning solution
|
| Train and deploy models | 25-30% | - Monitor and maintain models
|
| Explore data and run experiments | 20-25% | - Explore and visualize data
|
| Optimize language models for AI applications | 25-30% | - Optimize with Retrieval Augmented Generation
|


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