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SAP C_SAC_2501 Exam Syllabus Topics:

Topic	Details
Topic 1	Planning: This section evaluates the expertise of Business Intelligence Developers. The focus is on planning and strategic aspects of data visualization projects.
Topic 2	Connections and Data Preparation: This section targets Data Engineers and covers connections and data preparation, The focus is on connecting to data sources and preparing data for visualization.
Topic 3	Data Modeling, Analysis, and Integration: This section assesses the skills of Data Architects and covers data modeling, analysis, and integration.
Topic 4	Performance, Troubleshooting, and Security Management: This section measures the skills of IT Administrators and covers performance, troubleshooting, and security management, making up less than 10% of the exam. It focuses on optimizing performance, resolving issues, and ensuring data security in data visualization environments.
Topic 5	Story Design: This section of the exam measures the skills of Data Analysts and covers story design concepts, accounting for The focus on creating effective visualizations and narratives using data.

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SAP Certified Associate - Data Analyst - SAP Analytics Cloud Sample Questions (Q11-Q16):

NEW QUESTION # 11
Your story takes a long time to open. What could cause this? Note: There are 3 correct answers to this question.

A. Large calculation scope
B. Many hyperlinks
C. Many data sources
D. Complex formatting
E. Many story filters

Answer: C,D,E

NEW QUESTION # 12
Your users need to analyze data in a story. What kinds of data models can you create? Note: There are 2 correct answers to this question.

A. Embedded
B. Standalone
C. Analytic
D. Planning

Answer: C,D

NEW QUESTION # 13
What can you do to reduce the data refresh time when opening a story? Note: There are 3 correct answers to this question.

A. Avaid tables with more than 500 rows and 60 columns
B. Use responsive pages
C. Use conditional formatting
D. Avaid prompts
E. Load widgets in the background

Answer: A,C,E

NEW QUESTION # 14
Your embedded dataset in SAP Analytics Cloud has columns for Country, Region, City, and Customer Name. You want to aggregate measures for these columns as a single column. What can you do?

A. Create a level-based hierarchy in the dataset.
B. Convert the embedded dataset to a model.
C. Create a parent-child hierarchy in the dataset.
D. Create a group that includes the dimensions.

Answer: A

Explanation:
To aggregate measures for columns such as Country, Region, City, and Customer Name as a single column in an embedded dataset, creating a level-based hierarchy is the most effective approach. This type of hierarchy allows you to define a multi-level structure that represents the logical relationship between different geographical entities and customer names. By doing so, you can easily perform aggregations and analyze data at various levels of detail, from the broadest level (e.g., Country) down to the most specific one (e.g., Customer Name).
Reference:
SAP Analytics Cloud Help Documentation: Creating Hierarchies in Models
SAP Analytics Cloud User Guide: Data Modeling and Hierarchies

NEW QUESTION # 15
What source system can you connect to with a live connection?

A. SAP ERP Central Component
B. SAP SuccessFactors
C. SAP Datasphere
D. SAP Business ByDesign Analytics

Answer: C

Explanation:
SAP Analytics Cloud can establish a live connection with various source systems, including SAP Datasphere. This allows for real-time data access and analysis without the need to replicate data into the cloud, which is beneficial for scenarios where data privacy and security are paramount.
Reference:
SAP Analytics Cloud Connection Guide1
SAC Live and Import Connection Overview2
SAP Analytics Cloud: Expand Live Data Source Options3
Live connection in SAP Analytics Cloud: advantages and challenges4
Explaining Where the Data Comes From - SAP Learning5

NEW QUESTION # 16
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