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DATA ANALYTICS, INTERPRETATION AND VISUALISATION - Coggle Diagram

- - - - Descriptive
        Diagnostic
        Predictive
        Prescriptive
      - Data Science
      - Data Mining
  - - - Read
        Work
        Analyse
        Argue
    - - To maximise Data Value inorder to improve efficiency and effectiveness
  - - - To embrace the use of data to foster growth of data literacy
      - Data Personas
        
        Data Aristocrat
        Data Knight
        Data Dreamer and
        Data Doubter (Morrow 2018)
    - - Ideas for Developing Data Literacy
        
        Use data to answer simple Qs
        Read Bks on data literacy
        Take online courses and professional development
        practical skills
      - Data Literacy Leaders and Champions
      - Training Employees versus External Recruitment
  - - - Structured data
        Semi-structured data
        unstructured data
      - Conventional statistics
        
        Qualitative data
        
        Nominal data
        Ordinal data
        
        Quantitative data
        
        Interval data
        Ratio data
        Discrete data
        continuous data
    - - Probability Theory Terms and Concepts
        
        Objective and Subjective Probability
        
        Outcomes and Events
        
        Dependent and Independent Events
        
        Mutually Exclusive Outcomes or Events
        
        Collectively Exhaustive
        
        Partition
        
        Unconditional Probability
        
        Conditional Probability
        
        Total Probability
        
        Bayes’ Theorem
      - Probability in Decision Making
      - Probability in Practice
- - - - Purpose
      - Customer
      - Finance
      - Operations
      - Resources
      - Competition and Risk
    - - How is Data Generated?
        
        Transaction Data
        Created Data
        Provoked Data
        Compiled Data
        Experimental Data
        Captured Data
        User-Generated Data
    - - System Development Life Cycle
      - Database Management Systems
    - - Kotter’s Eight-Step Framework for Successful Change Management
      - Data Champions