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5. Deliverables Deployment and Maintenance (10-15%):
The topics for this part are the following:
- Workspaces creation and management: The test takers must have competence in assigning workspace roles, using deployment pipeline, updating and configuring workspace apps, and applying sensitivity labels for workspace content. It also requires their skills in importing, updating, and publishing assets in workspaces, as well as recommending the development lifecycle strategy.
- Datasets management: In the framework of this subtopic, the applicants will be evaluated based on their skills in configuring incremental refresh settings, dataset scheduled refresh, and group membership for row-level security. It will also measure their skills in providing access to the datasets and certifying or promoting Power BI content.
Ideal Audience and Required Skills
DA-100 is intended for data analysts who use MS Power BI to enhance the value of the data their organization holds. These professionals are responsible for polishing and transforming data, creating expandable data models, and performing data visualizations that can be interpreted and analyzed to withdraw critical information. Data analysts also work alongside other stakeholders of the business to provide relevant data according to their company’s requirements. Thus, a strong prior understanding of both cloud & on-premises data processing and data repositories is also required by those specialists who are going to take test DA-100.
Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/da-100
Exam Details
Microsoft DA-100 is an associate-level certification exam, which means that irrespective of your current hands-on experience in the subject area, you can still work towards passing this test and obtaining the certificate. All you need is a thorough understanding of the exam topics and diligent preparation.
The DA-100 exam contains 40-60 questions, covering different types, such as case studies, multiple choice, drag and drop, active screen, and build list, among others. This test can be scheduled using Pearson VUE, the official administrator of the Microsoft certification exams. When you are ready to register for this test, you have to pay the fee of $165. This applies to a single sitting for the exam. If you do not get the required passing score that is 720 points, you must pay a new fee to retake the test.
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- Design a data model
- Create a common date table
- Create and manage aggregations
- Create semi-additive measures
- Improve cardinality levels by changing data types
- Define quick measures
- Develop a data model
- Implement row-level security roles
- Implement Time Intelligence using DAX
- Design the data model to meet performance requirements
- Use CALCULATE to manipulate filters
- Create measures by using DAX
- Define a relationship's cardinality and cross-filter direction
- Apply cross-filter direction and security filtering
- Set up the Q&A feature
- Configure table and column properties
- Define the tables
- Create calculated tables
- Define the appropriate level of data granularity
- Create calculated columns
- Resolve many-to-many relationships
- Optimize model performance
- Remove unnecessary rows and columns
- Define role-playing dimensions
- Flatten out a parent-child hierarchy
- Replace numeric columns with measures
- Improve cardinality levels through summarization
- Use basic statistical functions to enhance data
- Create hierarchies
- Use DAX to build complex measures
- Identify poorly performing measures, relationships, and visuals
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Microsoft DA-100日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Prepare the data | 20% | - Transform and load the data
|
| Topic 2: Visualize the data | 25% | - Enforce accessibility
|
| Topic 3: Analyze the data | 15% | - Enhance reports for usability and storytelling
|
| Topic 4: Model the data | 30% | - Design a data model
|
| Topic 5: Deploy and maintain deliverables | 10% | - Create and manage workspaces
|





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