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Salesforce Analytics-DA-201 Exam Questions
- Topic 1: ABAP Core Data Services and Data Modeling: This section of the exam measures the skills of the SAP ABAP Cloud Developer and covers the fundamental understanding of core data services (CDS) and how to design data models in the SAP ABAP environment. Candidates are expected to know how to define, consume, and optimize CDS views effectively to support application development in the cloud.
- Topic 2: ABAP RESTful Application Programming Model: This section of the exam evaluates the capabilities of the SAP S/4HANA Technical Consultant in using the ABAP RESTful Application Programming Model (RAP). It focuses on understanding the structure and components of RAP, including behavior definitions, service bindings, and metadata extension. The goal is to validate the ability to develop modern and scalable applications using RAP.
- Topic 3: ABAP SQL and Code Pushdown: This section of the exam measures the competencies of the SAP ABAP Cloud Developer related to performance optimization through ABAP SQL and code pushdown techniques. It ensures that the developer understands how to shift logic to the database layer using efficient SQL scripting to enhance performance in data-intensive applications.
- Topic 4: Core ABAP Programming: This part of the exam assesses the foundational programming skills of the SAP S/4HANA Technical Consultant. It includes knowledge of syntax, control structures, modularization, and internal tables in ABAP. The section aims to validate the candidate’s proficiency in writing clean, efficient ABAP code using best practices.
- Topic 5: Object-Oriented Design: This section of the exam evaluates the SAP ABAP Cloud Developer's understanding of object-oriented principles in the ABAP context. It focuses on class-based programming, inheritance, interfaces, and polymorphism, all crucial for building modular and maintainable ABAP cloud applications.
- Topic 6: SAP Clean Core Extensibility and ABAP Cloud: This part of the exam targets the SAP S/4HANA Technical Consultant and covers concepts of clean core extensibility using ABAP in the cloud. The focus is on in-app and side-by-side extensibility techniques, ensuring that custom code complies with cloud-readiness principles and does not compromise the upgrade stability of core systems.
Free Salesforce Analytics-DA-201 Exam Actual Questions
Note: Premium Questions for Analytics-DA-201 were last updated On Mar. 26, 2026 (see below)
You have the following data source in tableau Server.
You need to ensure that the data is updated every hour.
What should you select?
To ensure that the data is updated every hour on Tableau Server, you would need to go to the 'Extract Refreshes' option. Here, you can schedule the data extracts to refresh at the desired frequency, which in this case would be every hour.
You have the following chart that shows the cumulative of sales from various dates.
You want the months to appear as shown in the following chart.
What should you do?
To ensure the dates are shown in a continuous axis, you should convert the date to a continuous field. This will display the months in a sequence without any breaks, which is needed for showing a trend over time like the cumulative sum of sales.
You have a workbook that connects to a database. The database requires authentication.
You plan to publish the workbook and schedule a daily refresh of the data.
Which two conditions must be met to schedule the refresh? Choose two.
To schedule a refresh of the data, you need to ensure that Tableau Server or Tableau Online can access the database without prompting for credentials. This can be done by embedding the credentials in the workbook or the published data source. You also need to extract the data from the database and publish it as a separate data source or as part of the workbook. A live connection would not allow you to refresh the data on a schedule, as it would always query the database directly. A hyper file is a format for storing extracted data, but it is not a requirement for scheduling a refresh.Reference:
Tableau Help: Embedding Database Credentials
Tableau Help: Extract Your Data
You want to show the cumulative total of each year for every state.
Which quick table calculation should you use?
You have a large data source that contains more than 10 million rows. Users can filter the rows by a field named Animal.
The following is a sample of the data.
You want to improve the performance of the views by including only animals of a particular type.
To which filter should you add the Type field on the worksheet?
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