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Wed, Feb 03 2021, Maya Angelou
We have always heard people in the business world say how data is valuable and must be secured. But, data generated by a single organization is so much that it would be impossible for a team of humans to filter out the essential data from tons of raw data. Here is how data mining comes into the picture. Data mining is a process that organizations use to turn raw data into useful information. Organizations utilize software to analyze large sets of raw data and look for patterns. These patterns help organizations learn more about their customers or even the general public.
This information pulled out helps to improve the decision-making process. Thus, strategies to increase sales, market, and deploy upcoming features are further apparent. Data mining is an indispensable part of any organization's intelligence. It helps perceive valuable insights by identifying patterns in raw data, thus turning them into useful information.
Frequently data mining is confused with terms like machine learning and data analysis but, these terms are very different and unique. Data mining and machine learning both use patterns and analytics. Data mining looks for patterns that are already present in data. Patterns bought to light by data mining need human intervention to make decisions. Data mining gets patterns (information) from large datasets, and data analytics is when organizations decide to take this information and dive into it to learn more.
Businesses that make use of data mining have an advantage. They have a better understanding of their customers, oversight of business operations, improved customer acquisition, and new business opportunities. Also, they acquire a perception of potential customers, new ways to market and improve their systems. Data mining helps businesses advance without any obstacles.
Data mining helps organizations with the detection of fraudulent activity and forestall potential fraud. Instead of relying only on the human experience, patterns generated from data mining can help you make a creative and innovative decision, one which might be beyond human analysis.