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  • Exam Code: DA01
  • Exam Name: BCS Professional Certificate in Data Analysis
  • No. of Questions: 0 Questions and Answers
  • Updated: Sep 15, 2026

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BCS DA01 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Protecting Data5%- Data protection principles
- Ethical use of data
Topic 2: Analysing Data for Decision-Making25%- Sourcing datasets
  • 1. Data lineage
    - Interpreting results
    - Validating and cleansing datasets
    • 1. Consistency
      • 2. Sampling
        • 3. Confirmation bias
          • 4. Outliers
            - Data analytics process
            - Identifying meaningful relationships
            • 1. Regression analysis
              • 2. Correlation and causation
                • 3. Time-series analysis and forecasting
                  - Dataset calculations
                  • 1. Maximum and minimum
                    • 2. Median
                      • 3. Counting
                        • 4. NULL values
                          • 5. Probability
                            • 6. Mean
                              • 7. Mode
                                • 8. Totalling
                                  Topic 3: Defining Data Requirements15%- Data definitions
                                  - Data quality
                                  - Domain definitions
                                  - Normalisation
                                  • 1. Third normal form model
                                    • 2. Second normal form
                                      • 3. First normal form
                                        • 4. Un-normalised form
                                          • 5. Third normal form
                                            - Relational data theory
                                            • 1. Foreign keys
                                              • 2. Primary keys
                                                • 3. Compound and concatenated keys
                                                  • 4. Two-dimensional structures
                                                    - Metadata
                                                    • 1. Structural metadata
                                                      • 2. Descriptive metadata
                                                        • 3. Statistical metadata
                                                          Topic 4: Obtaining and Recording Data10%- Data navigation diagrams
                                                          - CRUD matrix validation
                                                          - Identifying sources of data
                                                          - Data navigation paths
                                                          Topic 5: Introduction to Data10%- The data lifecycle
                                                          - Data modelling and data models
                                                          • 1. Static and dynamic views of data
                                                            • 2. Conceptual, logical and physical data models
                                                              - Initial concepts and terminology
                                                              • 1. Information versus data
                                                                • 2. Data analysis versus data analytics
                                                                  - Structured and unstructured data
                                                                  Topic 6: Modelling Data Using Class Diagrams35%- Class diagrams
                                                                  - Attributes
                                                                  - Generalisation
                                                                  - Naming conventions
                                                                  - Associations and multiplicity
                                                                  • 1. One-to-one relationships
                                                                    • 2. One-to-many relationships
                                                                      • 3. Many-to-many relationships
                                                                        • 4. Resolving many-to-many relationships
                                                                          • 5. Multiple roles
                                                                            - Classes and objects
                                                                            - Aggregation and composition

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