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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Data Setup20%- Data 360
  • 1. Data integration, management, preparation, and modeling
    - Data Architecture and Processing
    • 1. Determine the appropriate data architecture or data processing approach
      - Semantic Models
      • 1. Components, design, and application of semantic models
        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
              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
                    Managing Workspaces & Orgs10%- Workspace and Asset Management
                    • 1. Deploy Tableau Next assets
                      • 2. Manage and share Tableau Next assets
                        - Personal Org
                        • 1. Deploy and manage a Personal Org
                          Embedding, Cross-Cloud, & Interoperability20%- Cross-Platform Workflows
                          • 1. Surface Tableau Next assets within user workflows across platforms
                            - Salesforce Analytics Integration
                            • 1. Tableau Next integration with Salesforce analytics platforms
                              - Developer Tools and APIs
                              • 1. Tools and APIs available for developers
                                - Tableau Next Apps and Marketplace
                                • 1. Marketplace offerings
                                  • 2. Tableau Next Apps for Salesforce
                                    Agentic Experiences25%- Agentic Readiness
                                    • 1. Assess and ensure Agentic readiness
                                      - Analytics Agent
                                      • 1. Proactive data alerts and notifications
                                        • 2. Explore data and generate insights
                                          - Generative AI
                                          • 1. Generative AI capabilities for creating Tableau Next components

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                                            Salesforce Certified Tableau Next Consultant Sample Questions (Q80-Q85):

                                            NEW QUESTION # 80
                                            Sales managers at Universal Containers (UC) want to receive proactive data alerts for their Tableau Next metrics directly within their Slack channels. UC has already enabled the Proactive Alert setting and Agentforce for Analytics in the Salesforce org. Which additional prerequisite must be met for users to receive these alerts in Slack?

                                            Answer: C

                                            Explanation:
                                            The additional requirement is to enable Slack for Tableau Next, represented by option B's Collaboration with Slack and Tableau Next setting. Salesforce's current administrative workflow requires Salesforce and Slack to be connected and the Collaborate with Slack and Tableau Next option enabled in Tableau Next Administration.
                                            For proactive alerts specifically, Salesforce states that an administrator must enable Slack for Tableau Next and configure Agentforce in Slack. Once properly configured, Inspector Proactive Data Alerts can deliver notifications into Tableau Next and Slack when a user-defined metric condition is satisfied.
                                            Assigning a generic "Slack User" permission set is not the documented Tableau Next prerequisite in this scenario. Users instead require an eligible Tableau Next permission set and access to the relevant asset.
                                            Likewise, a separate analytics agent created specifically for Slack is not required merely to receive Inspector alerts.
                                            References/Topics: Embedding, Cross-Cloud, and Interoperability - > Slack Integration - > Inspector Proactive Data Alerts - > Collaborate with Slack and Tableau Next.


                                            NEW QUESTION # 81
                                            A Tableau Next Consultant wants to programmatically update the color schema of a Tableau Next visualization. Which tool is most appropriate to meet this requirement?

                                            Answer: C

                                            Explanation:
                                            The Tableau Next Connect REST API is the appropriate interface when a developer or consultant needs to programmatically configure or update Tableau Next visualization assets. Salesforce documents that the API supports creating and updating visualizations and workspaces and exposes dedicated visualization resources through the /tableau/visualizations endpoints.
                                            Because visualization appearance and configuration are properties of the visualization asset, a programmatic modification to its color configuration belongs to the Tableau Next REST API development surface.
                                            The Semantic Layer DX VS Code Extension is focused on semantic-layer development and metadata associated with semantic models; it is not the primary API for editing visualization presentation properties.
                                            Salesforce CLI is an extensible deployment and administration tool, but it is not the dedicated Tableau Next runtime interface for modifying visualization configuration.
                                            Salesforce's Tableau Next development documentation explicitly positions the Connect REST APIs as the developer interface for configuring and managing Tableau Next visualizations and workspaces. The API therefore provides the correct abstraction when visualization changes must be automated, integrated into an application, or performed through code.
                                            References/Topics: Embedding, Cross-Cloud, and Interoperability - > Tableau Next Development - > Connect REST API - > Visualization Resources.


                                            NEW QUESTION # 82
                                            A Tableau Next Consultant is building a semantic model for a sales team. Although the "Profit Margin" field is defined, the Analytics Agent fails to surface it when users ask about "Earnings". Following best practice, how should the consultant resolve this within the semantic model?

                                            Answer: B

                                            Explanation:
                                            The semantic model should be enriched so the agent can associate the organization's business language
                                            "Earnings" with the existing Profit Margin concept. Therefore, B is the correct answer. Semantic models provide the business-context layer that allows Tableau Agent to translate natural-language terminology into governed analytical definitions. Salesforce recommends clear, contextual names and descriptions and explicitly highlights synonyms as an important semantic consideration for agent readiness.
                                            Salesforce's Tableau Semantics training also explains that synonyms broaden the agent's understanding of terminology used by business users, allowing alternate terms to map back to authoritative metrics and definitions.
                                            Creating a duplicate metric merely to support another phrase introduces redundant semantic definitions and increases ambiguity. Salesforce specifically recommends eliminating redundant or overlapping calculated definitions rather than multiplying them. Changing aggregation from Average to Sum would alter mathematical behavior and does nothing to resolve a terminology-discovery problem.
                                            References/Topics: Data Setup - > Create Semantic Models - > Design Semantic Models for AI Readiness -
                                            > field descriptions, synonyms, ambiguity resolution.


                                            NEW QUESTION # 83
                                            A Tableau Next Consultant is preparing a Tableau Next environment for analysts who need to create and share dashboard templates. The goal is to give analysts the ability to convert their dashboards into standardized templates. The consultant needs to enable the feature that allows this conversion. Which action must the consultant perform in Tableau Next Administration settings?

                                            Answer: B

                                            Explanation:
                                            The consultant must enable Template Builder in Tableau Next Administration. Salesforce describes Template Builder as the functionality that allows users to convert existing Tableau Next dashboards into standardized, reusable templates that can subsequently be made available through the Tableau Next Marketplace.
                                            The administrative workflow is explicit: navigate to Tableau Next - > Administration - > Settings - > General, and enable Template Builder. Once enabled, eligible dashboard authors can use the Generate Template action to transform a dashboard into a configurable template. They can then define supporting metadata, configuration steps, descriptions, and preview information.
                                            Tableau Next Auditing has an entirely different function: it captures user-interaction activity for governance and monitoring. It does not enable dashboard templating. "Templated Data 360 Home Org Operations" is not the documented switch for converting dashboards into Tableau Next templates.
                                            References/Topics: Basic Setup and Admin - > Administration Settings - > Template Builder - > Tableau Next Marketplace.


                                            NEW QUESTION # 84
                                            A Tableau Next Consultant is asked to configure incremental refresh for a data source. Which limitation applies?

                                            Answer: B

                                            Explanation:
                                            The documented limitation of Tableau Next Incremental Refresh for accelerated external connections is that it does not process deleted records. Salesforce states that an incremental refresh updates cached data with records that have been added or changed since the previous refresh, but deleted source data is not updated in the cache.
                                            Consequently, options B and C are incorrect. Inserts are specifically part of incremental processing, as are updates to existing records. The limitation applies only to deletions.
                                            This matters architecturally when data freshness requirements include removal of records. If the external source deletes a transaction, customer, product, or other row, repeated incremental refreshes can leave the old cached representation present. A Full Refresh is required to reconcile the cache completely because full refresh deletes the existing cached dataset and replaces it with a fresh source dataset.
                                            Consultants should therefore choose refresh mode based on more than refresh frequency. Incremental refresh is efficient and can run frequently, but Full Refresh is required when complete source-state reconciliation, including deletions, is a business requirement.
                                            References/Topics: Data Setup - > Data Acceleration - > Incremental Refresh - > Full Refresh - > Deleted- Record Handling.


                                            NEW QUESTION # 85
                                            ......

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