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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Agentic Experiences25%- Generative AI
  • 1. Generative AI capabilities for creating Tableau Next components
    - Agentic Readiness
    • 1. Assess and ensure Agentic readiness
      - Analytics Agent
      • 1. Proactive data alerts and notifications
        • 2. Explore data and generate insights
          Data Setup20%- Semantic Models
          • 1. Components, design, and application of semantic models
            - Data 360
            • 1. Data integration, management, preparation, and modeling
              - Data Architecture and Processing
              • 1. Determine the appropriate data architecture or data processing approach
                Visualizations & Dashboards15%- Dashboard Actions
                • 1. Configure actions within Tableau Next
                  - Visualization and Dashboard Design
                  • 1. Visualization and dashboarding best practices
                    • 2. Design user-friendly Tableau Next assets
                      Basic Setup & Admin10%- User Access
                      • 1. Apply appropriate access to enable users
                        - Tableau Next Setup
                        • 1. Activate and manage Tableau Next features
                          - Agentic Analytics
                          • 1. Activate Agentic Analytics for users
                            Embedding, Cross-Cloud, & Interoperability20%- Developer Tools and APIs
                            • 1. Tools and APIs available for developers
                              - Salesforce Analytics Integration
                              • 1. Tableau Next integration with Salesforce analytics platforms
                                - Cross-Platform Workflows
                                • 1. Surface Tableau Next assets within user workflows across platforms
                                  - Tableau Next Apps and Marketplace
                                  • 1. Marketplace offerings
                                    • 2. Tableau Next Apps for Salesforce
                                      Managing Workspaces & Orgs10%- Personal Org
                                      • 1. Deploy and manage a Personal Org
                                        - Workspace and Asset Management
                                        • 1. Deploy Tableau Next assets
                                          • 2. Manage and share Tableau Next assets

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                                            Salesforce Certified Tableau Next Consultant Sample Questions (Q84-Q89):

                                            NEW QUESTION # 84
                                            A Tableau Next Consultant has developed a semantic model and downstream assets using the Published Data Source (PDS) connector from Tableau Cloud. Their test end user has the correct permissions and access to the workspace, semantic model, and assets, but is unable to see anything when they open the assets in Tableau Next. What is a potential reason for the lack of visibility?

                                            Answer: B

                                            Explanation:
                                            A semantic model created from a Tableau Cloud Published Data Source remains directly connected to the PDS. Salesforce states that the PDS acts as the external data definition and query source, and the integration does not create a corresponding Data 360 data object. Queries remain federated through the PDS connection.
                                            For users configured in Tableau Cloud, Salesforce further states that record-level security and data access are inherited from the PDS. Consequently, a Tableau Next user can have access to the Tableau Next workspace, semantic model, dashboard, and visualization but still receive no usable data if their Tableau Cloud identity lacks access to the underlying Published Data Source.
                                            Option B is incorrect because a PDS is a direct external connection and isn't represented as a DLO in Data
                                            360. Option C is inconsistent with the scenario because the user already has the required Tableau Next asset permissions and access; moreover, the actual PDS authorization boundary remains relevant independently.
                                            This question tests an important cross-platform rule: Tableau Next asset sharing does not override access controls enforced by the connected Tableau Cloud PDS.
                                            References/Topics: Embedding, Cross-Cloud, and Interoperability - > Published Data Sources - > Tableau Cloud Trust - > PDS Authentication and Governance.


                                            NEW QUESTION # 85
                                            A Tableau Next Consultant wants to implement a Tableau Agent within Tableau Next to provide conversational insights and automated chart summaries for its sales operations managers. The deployment strategy requires using a preconfigured platform framework to accelerate the setup. How should the consultant deploy this specific conversational analytics capability?

                                            Answer: C


                                            NEW QUESTION # 86
                                            A Tableau Next Consultant is asked to configure row-level security (RLS) for sensitive HR data. Where should this be defined?

                                            Answer: A

                                            Explanation:
                                            Row-level security for this scenario should be defined in the semantic model so the governed analytical layer determines which records each user is allowed to retrieve. By applying RLS at the semantic-model level, the access rule travels with the analytical definitions used by metrics, visualizations, dashboards, and agentic experiences instead of depending on a particular dashboard layout.
                                            Dashboard filters and visualization properties are presentation controls. They can alter what appears on a given screen, but they are not an appropriate substitute for a security rule because a user could potentially access the same underlying semantic content through another approved analytical surface. The restriction therefore belongs in the model that governs how analytical queries resolve against the sensitive HR dataset.
                                            For an HR scenario, the RLS rule can be based on attributes such as employee, manager, department, region, or another authorized access dimension. The objective is to ensure that every downstream analytical experience receives only the rows permitted for the signed-in user. This centralizes security behavior and reduces the risk of inconsistent filtering across dashboards.
                                            References/Topics: Data Setup - > Semantic Models - > Row-Level Security - > Governed HR Data.


                                            NEW QUESTION # 87
                                            During agent testing, a Tableau Next Consultant asks, "Who are the top-performing AEs?" and the Tableau Agent returns results based on opportunity count, when the business definition of "top-performing" is based on annual contract value (ACV). Which configuration change best resolves this issue?

                                            Answer: B

                                            Explanation:
                                            This is a textbook use case for Business Preferences. Salesforce defines Business Preferences as business- specific instructions stored within the semantic model that tell Analytics Q & A how to interpret an organization's terminology, defaults, jargon, and business logic.
                                            The expression "top-performing" is ambiguous in ordinary language. The organization has explicitly defined it to mean performance ranked by Annual Contract Value. A Business Preference such as "When users ask about top-performing AEs, use ACV to determine performance" supplies precisely that missing business context.
                                            Renaming ACV to Performance would reduce semantic clarity and distort the actual meaning of the field.
                                            ACV should retain its authoritative business name.
                                            A Verified Question can help calibrate frequently asked questions and improve responses to semantically similar queries, but the underlying issue here is a reusable business-language interpretation rule, not merely one incorrect Q & A example. Business Preferences are therefore the more appropriate semantic mechanism.
                                            Salesforce also recommends keeping Business Preferences concise and using them for contextual interpretation rather than structured calculations that belong in calculated fields or metrics.
                                            References/Topics: Agentic Experiences - > Business Preferences - > Business Terminology - > Analytics Q
                                            & A Accuracy.


                                            NEW QUESTION # 88
                                            The client wants AI-generated insights about Gross Margin % in Tableau Next. Where is the best place to define this context for the agent?

                                            Answer: A

                                            Explanation:
                                            For agent-specific business context about how Gross Margin % should be understood or interpreted, Business Preferences are the best choice. Salesforce uses Business Preferences to add organization-specific knowledge and instructions to a semantic model so Tableau Agent can interpret users' analytical questions according to the organization's terminology and business logic.
                                            A calculated field is appropriate when Gross Margin % itself must be mathematically derived-for example, (Revenue - Cost) / Revenue. However, the question does not ask where to implement the mathematical calculation; it asks where to define context for AI-generated insights. Contextual instructions, such as what
                                            "healthy gross margin" means or which business interpretation to apply, belong in Business Preferences.
                                            A dashboard-scoped calculated field is even less suitable because it confines logic to a specific downstream analytical artifact instead of enriching the governed semantic context used by Tableau Agent across conversational experiences.
                                            Salesforce's broader semantic architecture reinforces this separation: semantic models provide standardized business logic and definitions, while Business Preferences augment those models with business-specific interpretive knowledge for conversational analytics.
                                            References/Topics: Agentic Experiences - > Business Preferences - > Tableau Agent Context - > Semantic Model Enrichment.


                                            NEW QUESTION # 89
                                            ......

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