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Salesforce Analytics-Con-202 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Establish Governance and Support Published Content16%- Deploy and manage content lifecycle
  • 1. Workbook lifecycle and maintenance
    • 2. Content distribution and publishing strategy
      - Apply governance strategy
      • 1. Security, data quality, and certification strategy
        • 2. Map governance requirements to Tableau capabilities
          Topic 2: Evaluate Current State22%- Evaluate current data structures
          • 1. Assess whether existing data supports business needs
            • 2. Evaluate data lineage and performance risks
              - Map current state of analytics to future state
              • 1. Map business needs to Tableau capabilities
                • 2. Recommend Tableau Server vs Tableau Cloud including migration
                  • 3. Translate analytical requirements using best practices
                    Topic 3: Design and Troubleshoot Calculations and Workbooks40%- Implement and optimize calculations
                    • 1. Table calculations, date functions, and aggregations
                      • 2. Level of Detail (LOD) expressions
                        - Design visualizations and advanced analytics
                        • 1. Recommend advanced chart types and densification
                          • 2. Apply Tableau order of operations
                            - Optimize workbook performance
                            • 1. Identify and resolve performance bottlenecks
                              • 2. Leverage performance recordings and caching
                                Topic 4: Plan and Prepare Data Connections22%- Design row-level security (RLS) and advanced connections
                                • 1. Recommend connection methods and Tableau Bridge
                                  • 2. Implement RLS and entitlement structures
                                    - Plan for data transformation
                                    • 1. Specify granularity requirements
                                      • 2. Recommend appropriate data transformation strategy

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                                        Salesforce Certified Tableau Next Consultant Sample Questions (Q12-Q17):

                                        NEW QUESTION # 12
                                        Cloud Kicks requires a group to have access to Tableau Next strictly to ask natural language questions via Tableau Agent and view the resulting insights. The group will not create any dashboards or data models.
                                        What is the most appropriate permission set to assign to this group?

                                        Answer: A

                                        Explanation:
                                        Tableau Unmetered Self-Service Consumer is the best match because these users only require consumption and conversational-analysis functionality rather than administrative or authoring privileges.
                                        Salesforce's current permission-set documentation states that users assigned Tableau Unmetered Self-Service Consumer can browse, view, and interact with Tableau Next production assets and can use Tableau Agent.
                                        They can also view dashboards, visualizations, metrics, and other supported analytics without receiving the broader content-management capabilities associated with analyst or administrator roles.
                                        The Tableau Unmetered Admin permission set provides substantially excessive privileges, including platform configuration, user administration, asset management, and governance capabilities. Assigning it would directly violate least-privilege design.
                                        The Tableau Unmetered Platform Analyst permission set is intended for users who create, manage, and share governed Tableau Next assets. Those capabilities are unnecessary because the stated users will not create dashboards or semantic models.
                                        The certification principle is straightforward: license and permission assignment should reflect the minimum required analytical persona. Conversational consumption alone does not justify authoring or administrative privileges.
                                        References/Topics: Basic Setup and Admin - > Tableau Next Licenses and Permission Sets - > Self-Service Consumer - > Tableau Agent Access.


                                        NEW QUESTION # 13
                                        A Tableau Next Consultant is advising a customer on when to use Tableau Agent versus building a traditional Tableau Next dashboard. Which scenario is the best fit for Tableau Agent?

                                        Answer: C

                                        Explanation:
                                        Tableau Agent is optimized for conversational, exploratory analytics in which a business user asks natural- language questions and receives grounded answers and visualizations. A request such as, "What are my top accounts by Annual Contract Value this quarter?" maps directly to Tableau Agent's supported descriptive- analysis capabilities. Salesforce explicitly lists Top-N questions, aggregations, dimensional breakdowns, comparisons, and other business-oriented analytical questions among the supported conversational patterns.
                                        A fixed monthly-close report for a board is better represented by a governed dashboard or reporting asset because its structure, presentation, and recurring content are predetermined. Likewise, Tableau Agent is not positioned as a general-purpose data-science workflow development environment.
                                        The architectural distinction is important for the exam: dashboards provide curated, repeatable analytical experiences, whereas Tableau Agent adds an interactive conversational layer over semantic models. It translates the user's business question into semantic analytical operations and returns contextual text and visual output.
                                        References/Topics: Agentic Experiences - > Analyze and Share Data in Tableau Next - > About Conversational Analytics - > Supported Questions and Surfaces.


                                        NEW QUESTION # 14
                                        A financial services firm requires its Analytics Agent to consistently provide concise responses and format all currency outputs in Great British Pounds (GBP). Where should a Tableau Next Consultant configure these global formatting and output style rules?

                                        Answer: C

                                        Explanation:
                                        Business Preferences are the semantic-model mechanism for supplying organization-specific instructions and contextual guidance to Tableau Agent. They can define how the analytics agent should interpret business concepts, terminology, and preferred response conventions. Salesforce recommends keeping each Business Preference short, focused, and high-value because these instructions are added to the agent's prompt.
                                        Accordingly, preferences such as "Use GBP when presenting monetary values" or "Keep responses concise" belong in Business Preferences rather than individual field descriptions. A field description explains what a particular semantic field means; it is not the proper location for broadly applicable output behavior. The Einstein Trust Layer addresses AI trust, security, privacy, and governance controls rather than organization- specific response formatting.
                                        References/Topics: Agentic Experiences - > Business Preferences - > Organizational Terminology - > Response Guidance - > Semantic Model Context.


                                        NEW QUESTION # 15
                                        A Tableau Next Consultant receives a request from a business user to help troubleshoot an issue with setting data alerts using Tableau Agent. The consultant verifies that the business user has been granted a Tableau Next Consumer license and is accessing Tableau Agent from a page with Tableau Next on it. Which reason explains why the business user is unable to set the alert?

                                        Answer: C

                                        Explanation:
                                        The limiting factor in this scenario is the user's license level. Setting proactive data alerts through Tableau Agent is an authoring-oriented capability that requires Tableau Next Creator access. A Consumer user can view and interact with published analytical content, but the Consumer persona does not receive the full set of creation and configuration capabilities needed to define alert conditions.
                                        The fallback semantic model in option B is used when Tableau Agent lacks clear analytical context, such as when a user invokes the agent from a surface that does not already identify the relevant Tableau Next asset.
                                        Here, the user is explicitly accessing Tableau Agent from a page that contains Tableau Next content, so lack of fallback scoping is not the primary issue. Option A can prevent analysis of a particular metric, but the question establishes a broader inability to set the alert and emphasizes that the user has a Consumer license.
                                        The appropriate remediation is therefore to use the Creator-level entitlement for users who must configure proactive alerts. This preserves the distinction between consumption permissions and analytical creation
                                        /configuration permissions.
                                        References/Topics: Agentic Experiences - > Tableau Agent - > Proactive Data Alerts - > Creator Permissions.


                                        NEW QUESTION # 16
                                        What is a prerequisite for using generative AI to create calculated fields using multi- turn, natural language?

                                        Answer: A

                                        Explanation:
                                        Option A, Draft with Einstein, can generate a calculation from natural language, but the question specifically asks about the multi-turn conversational agent experience, where the agent interacts with the user and refines the requirement. Therefore it is not the best answer. Option B addresses optimization/readiness rather than calculated-field authoring.
                                        References/Topics: Agentic Experiences - > Tableau Agent - > Semantic Modeling/Data Pro - > Conversational Calculated Fields - > Natural-Language Authoring.


                                        NEW QUESTION # 17
                                        ......

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