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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. Map governance requirements to Tableau capabilities
        • 2. Security, data quality, and certification strategy
          Topic 2: Design and Troubleshoot Calculations and Workbooks40%- Optimize workbook performance
          • 1. Identify and resolve performance bottlenecks
            • 2. Leverage performance recordings and caching
              - Design visualizations and advanced analytics
              • 1. Apply Tableau order of operations
                • 2. Recommend advanced chart types and densification
                  - Implement and optimize calculations
                  • 1. Level of Detail (LOD) expressions
                    • 2. Table calculations, date functions, and aggregations
                      Topic 3: 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. Translate analytical requirements using best practices
                            • 2. Recommend Tableau Server vs Tableau Cloud including migration
                              • 3. Map business needs to Tableau capabilities
                                Topic 4: Plan and Prepare Data Connections22%- Design row-level security (RLS) and advanced connections
                                • 1. Implement RLS and entitlement structures
                                  • 2. Recommend connection methods and Tableau Bridge
                                    - 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 (Q68-Q73):

                                        NEW QUESTION # 68
                                        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 # 69
                                        A Tableau Next Consultant is receiving complaints from end users about slow dashboard load times for a frequently used dashboard. The consultant is looking for an initial short- term solution before looking into longer term architectural changes. Which action should the consultant take to improve load times?

                                        Answer: C

                                        Explanation:
                                        Enable Query Cache is the appropriate short-term performance optimization for a frequently accessed Tableau Next dashboard. Query caching reduces repeated execution of expensive live analytical queries by temporarily reusing previously calculated query results.
                                        Salesforce specifically positions dashboard query caching as a mechanism to accelerate page load times for frequently visited dashboards. Current Tableau Next functionality can store and reuse query results for up to approximately 30 minutes, thereby reducing system overhead and improving the end-user experience.
                                        This is precisely appropriate when the consultant wants a rapid tactical improvement before investigating deeper issues such as semantic-model complexity, source performance, query design, data architecture, or excessive dashboard density.
                                        Disabling Reflow concerns dashboard layout behavior and responsive presentation rather than query- processing latency. Turning off Tableau Agent likewise does not address the underlying query execution performed to render dashboard widgets.
                                        Caching does involve a freshness tradeoff because viewers may temporarily receive cached rather than newly executed query results. For dashboards requiring immediately current information, live mode may still be necessary. The consultant should therefore treat caching as a deliberate performance-versus-freshness decision.
                                        References/Topics: Visualizations and Dashboards - > Dashboard Performance - > Query Cache - > Cached Data Mode.


                                        NEW QUESTION # 70
                                        A Tableau Next Consultant is configuring a Salesforce action in a Tableau Next table visualization that displays Contact records. The goal is to give sales reps the ability to trigger a screen flow that adds selected Contacts to a Campaign. What is a required configuration step for the action to work correctly?

                                        Answer: A

                                        Explanation:
                                        A Salesforce action executed from a Tableau Next visualization must know which Salesforce record the user is acting upon. Salesforce documentation therefore requires the consultant to select the appropriate record ID when configuring the action. The record ID is the primary identifier for the Salesforce object, and it must be available as part of the visualization. For Contact-based actions, this means mapping the Contact ID so that Tableau Next can invoke the action against the correct Contact record.
                                        The multi-row selection setting in A is not the fundamental record-context requirement for a standard Salesforce action. Likewise, B is misleading. Users certainly require authorization to execute the underlying Salesforce action, but Tableau Next does not require the consultant to create a special Tableau-specific custom permission set merely to map the action.
                                        Architecturally, Tableau Next integrates the analytical and transactional layers by associating visualization data with Salesforce object identifiers. Once a user selects the relevant data element, Tableau Next can pass the corresponding record identity into the configured Salesforce action.
                                        References/Topics: Visualizations and Dashboards - > Add Actions to Visualizations - > Salesforce Actions -
                                        > Record ID Mapping.


                                        NEW QUESTION # 71
                                        A Tableau Next Consultant is advising a retail company that wants to track its monthly sales conversion rate against a fixed benchmark in Tableau Next. The metric is non- cumulative. Which feature should the consultant recommend configuring on the metric?

                                        Answer: B

                                        Explanation:
                                        A threshold is the appropriate configuration because the requirement is to evaluate a non-cumulative metric against a fixed benchmark. Salesforce describes thresholds as contextual reference values that classify a metric into meaningful ranges such as healthy, at risk, or critical. Salesforce specifically notes that thresholds can be used independently of goals and are particularly useful for non-cumulative metrics.
                                        A goal is better suited to measuring progress toward a target, particularly when progress accumulates over a defined time period. For example, a sales-revenue goal can indicate whether the organization is on pace to reach a quarterly target. By contrast, a conversion percentage is normally evaluated as a current rate rather than accumulated toward a total.
                                        Forecasting Insights addresses a different analytical requirement: estimating likely future metric behavior from historical patterns. It does not establish the fixed performance benchmark required here.
                                        For exam purposes, distinguish goal = progress toward target, threshold = contextual/static performance boundary, and forecast = projected future behavior.
                                        References/Topics: Visualizations and Dashboards - > Metrics - > Goals and Thresholds - > Non- Cumulative Metrics.


                                        NEW QUESTION # 72
                                        A mature Tableau customer wants to use the Analytics Agent in Tableau Next. However, they have heavily invested in complex data models and calculations within Tableau Cloud Published Data Sources (PDSs) and refuse to rebuild this logic from scratch in Data 360. How should a Tableau Next Consultant meet this requirement using native interoperability?

                                        Answer: B

                                        Explanation:
                                        Tableau Next provides native interoperability with Tableau Cloud Published Data Sources (PDSs). Salesforce allows a consultant to create a Data 360 semantic model by connecting directly to an existing PDS after establishing the required trust between the Salesforce org and Tableau Cloud site.
                                        The PDS remains the external data definition and query source. Tableau Next inherits fields such as their names and data types, and the semantic model can then be enriched with calculated fields, metrics, descriptions, and business context. Critically, Salesforce states that this approach allows organizations to use existing Tableau content without data or metadata migration.
                                        That precisely addresses the customer's concern about preserving substantial prior investment in Tableau Cloud modeling and calculations.
                                        Options A and B introduce mechanisms that are not the native Tableau Next interoperability pattern documented for PDS reuse. There is no requirement to translate the PDS into Snowflake SQL or convert it into a CRM Analytics recipe.
                                        This architecture enables Tableau Next to extend rather than replace mature Tableau investments, while exposing existing governed analytical logic to Tableau Agent.
                                        References/Topics: Embedding, Cross-Cloud, and Interoperability - > Tableau Cloud PDS - > Tableau Semantics - > Create Semantic Model from Published Data Source.


                                        NEW QUESTION # 73
                                        ......

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