Descriptive Models
Data Analysis in Healthcare
Data Perspectives
Marketing Analytics
Big Data Evaluation
Utilities
Strategic Insights
Analytics
Data Applications 
Below are some of the primary categories:
Descriptive Analytics Summarizes historical data to identify trends and patterns
...Predictive Analytics Uses statistical
models and machine learning techniques to forecast future outcomes
...
Data Analysis in Healthcare Methods of Data Analysis in Healthcare Several methods are employed for data analysis in healthcare:
Descriptive Analytics: This method summarizes historical data to identify trends and patterns
...Predictive Analytics: This approach uses statistical
models and machine learning techniques to forecast future outcomes
...
Data Perspectives Types of Data Perspectives
Descriptive Perspective: Focuses on summarizing historical data to understand trends and patterns
...Predictive Perspective: Utilizes statistical
models and machine learning algorithms to forecast future events based on historical data
...
Marketing Analytics serving different purposes: Type Description
Descriptive Analytics Analyzes historical data to understand what happened in past marketing campaigns
...Predictive Analytics Uses statistical
models and machine learning techniques to forecast future marketing outcomes
...
Big Data Evaluation Evaluation Several methods are employed in the evaluation of big data, each suited for different types of analysis:
Descriptive Analytics: Focuses on summarizing historical data to identify trends and patterns
...Predictive Analytics: Uses statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
Utilities Technique Description Applications
Descriptive Analytics Analyzes historical data to identify trends and patterns
...Predictive Analytics Uses statistical
models and machine learning to forecast future outcomes
...
Strategic Insights Types of Analytics Strategic Insights are often derived from three main types of analytics:
Descriptive Analytics: Focuses on summarizing historical data to understand what has happened in the past
...Predictive Analytics: Uses statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
Analytics Types of Analytics Analytics can be broadly classified into four main types:
Descriptive Analytics: This type focuses on summarizing historical data to understand what has happened in the past
...Predictive Analytics: Predictive analytics uses statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
Creating Value through Data Analysis Type of Analysis Description Common Techniques
Descriptive Analysis Summarizes past data to understand trends and patterns
...Data Modeling: Applying statistical techniques to build
models that represent the data
...
Data The key components of data analytics include:
Descriptive Analytics: Analyzing historical data to understand what has happened in the past
...Predictive Analytics: Using statistical
models and machine learning techniques to forecast future outcomes based on historical data
...
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