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    Data Analytics

    Key Topics

    How to Develop a Data-Driven Mindset

    How to Approach a Data Analytics Project

    Understanding Data and the Data Ecosystem

    Skills Gained Through Data Analytics

    • 1
      Recall the analytical and data-driven Mindset characteristic.
    • 2
      Recognize how to set business or client objectives and desired outcomes for a data analytics project.
    • 3
      Recognize the various methods for describing and interpreting data.
    • 4
      Identify the types and categories of data.
    • 5
      Recognize the relationship between data science and data analytics.
    • 6
      Recognize the technology and data ecosystem's characteristics for data analytics.

    Data Visualization

    Key Topics

    Communicating Insights from Data

    Making Decisions from Data

    Ways to Visualize Data

    Design Principles for Visualizing Data

    Setting up Business Intelligence in Organizations

    Components of BI Platforms

    How Underlying Data Architecture Affects Reporting and Predictive Analytics Techniques

    Skills Gained Through Data Visualization

    • 1
      Create a data story that includes visualisations.
    • 2
      Determine the perspectives of key stakeholders.
    • 3
      Determine the data requirements of the organisation.
    • 4
      Distinguish between common business intelligence frameworks.
    • 5
      Share data stories across the organization using visualization tools.
    • 6
      Best practices for recall visualization.

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