Descriptive Models
Key Insights
Data Results
Business Objectives
Framework
The Significance of Data in Business
Data Review
Strategies
Analyzing Business Performance 
Technique Description Use Case
Descriptive Analysis Summarizes historical data to identify trends and patterns
...Predictive Analysis Uses statistical
models to forecast future outcomes
...
Key Insights Method Description Tools
Descriptive Analytics Analyzes historical data to identify trends and patterns
...Excel, Tableau, Google Analytics Predictive Analytics Uses statistical
models and machine learning techniques to forecast future outcomes
...
Data Results The primary types include:
Descriptive Results: Summarize historical data to identify trends and patterns
...Predictive Results: Use statistical
models and machine learning techniques to forecast future outcomes
...
Business Objectives The three primary types of business analytics include:
Descriptive Analytics: Analyzes historical data to understand past performance
...Predictive Analytics: Uses statistical
models to forecast future outcomes based on historical data
...
Framework Below are some of the most common frameworks:
Descriptive Frameworks: These frameworks focus on summarizing historical data to understand what has happened in the past
...Predictive Frameworks: These frameworks utilize statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
The Significance of Data in Business analytics can be classified into four main types: Type Description Example
Descriptive Analytics Analyzes historical data to understand what has happened
...Predictive Analytics Uses statistical
models to forecast future outcomes
...
Data Review Methodology Description Advantages
Descriptive Analysis Summarizes historical data to identify patterns
...Predictive Analysis Uses statistical
models to forecast future outcomes
...
Strategies Here are some common methods:
Descriptive Analysis: Summarizing historical data to identify trends and patterns
...Predictive Analysis: Using statistical
models and machine learning to forecast future outcomes
...
Data Governance Framework for Public Health Key analytical methods include: Method Description
Descriptive Analysis Summarizing historical data to identify trends and patterns
...Predictive Analysis Using statistical
models to forecast future health outcomes
...
Strategy Descriptive Analytics Analyzing historical data to understand what has happened in the past
...Predictive Analytics Using statistical
models to forecast future outcomes based on historical data
...
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