Logical Data Model
Data Analysis
Strategic Decisions
Best Practices in Visualization
Evaluation
Data Analysis 
Data analysis is the process of systematically applying statistical and
logical techniques to describe, summarize, and compare data
...Data Analysis Definition of Data Analysis Data analysis refers to the techniques used to inspect, cleanse, transform, and
model data with the goal of discovering useful information, informing conclusions, and supporting decision-making
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Strategic Decisions By leveraging
data analytics, organizations can gain insights into market trends, customer behavior, and operational efficiency
...Predictive Analytics: Uses statistical
models and machine learning techniques to forecast future outcomes based on historical data
...organizations in making strategic choices: Rational Decision-Making Model: A systematic process for making decisions based on
logical reasoning and objective analysis
...
Best Practices in Visualization Data visualization is a crucial aspect of business analytics that allows organizations to present data in a visual context, making it easier to identify patterns, trends, and insights
...Creating a Narrative Flow: Organize visualizations in a
logical sequence that guides the audience through the data
...Free tool, easy sharing, and integration with Google services QlikView Associative data
model, self-service analytics, and mobile accessibility Conclusion Effective data visualization is a powerful tool in business analytics that can lead to better decision-making
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Evaluation It is an essential component of business analytics and
data analysis, as it helps organizations make informed decisions based on empirical evidence
...Some commonly used evaluation frameworks include: Logic
Model: A visual representation that links the resources, activities, outputs, and outcomes of a program
...Logical Framework Approach (Logframe): A tool used for planning, monitoring, and evaluating projects, emphasizing clear objectives and measurable indicators
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