Apa itu Data Mining ?

What is Data Mining?

Data mining, or knowledge discovery, is the computer-assisted process of digging through and analyzing enormous sets of data and then extracting the meaning of the data. Data mining tools predict behaviors and future trends, allowing businesses to make proactive, knowledge-driven decisions. Data mining tools can answer business questions that traditionally were too time consuming to resolve. They scour databases for hidden patterns, finding predictive information that experts may miss because it lies outside their expectations.

Data mining derives its name from the similarities between searching for valuable information in a large database and mining a mountain for a vein of valuable ore. Both processes require either sifting through an immense amount of material, or intelligently probing it to find where the value resides

Applications of Data Mining

  • Basket Analysis
  • Sales Forecasting
  • Database Marketing
  • Predictive life-cycle Management
  • Customer Segmentation
  • Product Customization
  • Fraud Detection
  • Warranties

Techniques for Data Mining

This is some techniques for Data Mining you can use:

  • Anomaly Detection
  • Association Rule Learning
  • Clustering
  • Classification
  • Regression

The Evolutional of Data Mining

References

Data Mining in CRM

What is Data Mining?

medium.com

--

--

--

Recommended from Medium

Lesson 1 in Fast.ai Deep Learning Course

Engaging with Early Web Collections

The Landscape of Timeseries Databases

Fraud through the eyes of a machine

Parameter Inference — Maximum Likelihood

What Is Data Analysis In Research And How To Do It?

The Norwegian Philosophy of Thriving in Winter

What is the who, where, and when of an education in Data Science?

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Reza Hartono

Reza Hartono

More from Medium

Role of Data Science in Market Segmentation Analysis

CRISP DM — Cross Industry Standard Process for Data Mining

Why Do You Need Fraud Monitoring Analytics?

Data Science-y Roles at Amazon