1.3 Types of Business Analytics

Types of Business Analytics

Business analytics encompasses several types or categories of analytics, each with its specific focus and objectives. These types of business analytics help organizations extract insights from data to make informed decisions and improve their operations.

Here are some of the key types of business analytics:

Descriptive Analytics:

Descriptive analytics focuses on summarizing historical data to provide insights into past performance. It answers the question, "What happened?"

Use Cases: Descriptive analytics is used for basic reporting, data visualization, and key performance indicator (KPI) tracking. It's commonly employed to provide an overview of an organization's historical data and performance.

Predictive Analytics:

Predictive analytics uses statistical and machine learning models to analyze historical data and make predictions about future trends, events, or outcomes. It answers the question, "What is likely to happen?"

 Use Cases: Predictive analytics is applied in areas such as sales forecasting, customer churn prediction, demand forecasting, and risk assessment. It enables organizations to anticipate future developments and make proactive decisions.

Prescriptive Analytics:

 Prescriptive analytics builds on predictive analytics by providing recommendations and suggesting actions to achieve specific objectives. It answers the question, "What should we do about it?"

Use Cases: Prescriptive analytics is used in optimization problems, such as supply chain management, portfolio optimization, and resource allocation. It helps decision-makers choose the best course of action based on predictive insights.