What is BI data mining?

Data Mining. Business intelligence (BI) refers to a technology-driven process that transforms the data into actionable information. Organizations have a huge flow of data coming from their customer end. The term data mining itself explains its meaning, and it is the mining of important information, patterns, and trends …

Why BI is used in data mining?

The importance of data mining in business is that it is used to turn raw data into meaningful, consumable, actionable insights….What is Data Mining in Business?

Feature	Data Mining	BI
Purpose	Extract data to solve business problems	Visualizing & presenting data to stakeholders

What are the 4 main components of BI architecture?

Components of Business Intelligence Architecture Source systems. ETL process. Data modelling.

What are the benefits of data mining?

Competitive Advantage. The most obvious benefit is a strong competitive advantage especially over rivals who do not employ business intelligence and data mining techniques.

Predictive Analytics. Comprehensive datasets lead to more informed decisions,but again,that’s obvious.

More Oversight.

Positive Customer Acquisition.

New Opportunities.

What do companies use data mining?

All current and past Facebook friends

All posts or other Facebook activity (likes,shares,etc.)

Birthdate and age

Current city

Email address

Every ad you click on

Every IP address you log in from

Gender

Hometown

Maiden name

What are some examples of data mining?

Increasing revenue.

Understanding customer segments and preferences.

Acquiring new customers.

Improving cross-selling and up-selling.

Retaining customers and increasing loyalty.

Increasing ROI from marketing campaigns.

Detecting fraud.

Identifying credit risks.

Monitoring operational performance.

How do companies use data mining?

Data mining helps companies detect fraudulent activity and anticipate potential fraud. For example, analysis of Point of Sale (POS) data can help retailers detect fraudulent transactions. Banks and insurance agencies use data mining techniques to identify customers who are unlikely to pay premiums or make fraudulent claims.