Is Machine Learning a Rewarding tool for CIOs?

You might have probably heard about Machine Learning (ML). Do you know what it is and how it can add value to your business by resolving the problems? Let’s have a look at some insights on this innovative invention.

Machine learning (ML) is an essential application of artificial intelligencethat is geared towards the development of computer programs to manage new situations through self-analysis, observation, self-training, and experience.

ML facilitates the advancement of the computer systems by exposing them to new scenarios, adapting and testing simultaneously using trend and pattern identification for better decision making in subsequent situations.

ML should not be confused with data mining and knowledge discovery in data (KDD) basis, which are of identical methodology.

It is a natural human tendency to learn and execute tasks and take decisions unconsciously. Thus, it becomes complex for a machine to mimic humans in an exact way.

Just like children, a machine needs extensive training for developing broad algorithms for its future behavior. The training techniques comprises rote learning, macro-operations, parameter adjustment, chunking, case recording, backpropagation, clustering, multiple model management, mistake correction, genetic algorithms, reinforcement learning, and learning based on explanation.

In a nutshell, the primary aim is to enable the machines to learn involuntarily without any human intervention or assistance and react to different scenarios accordingly.

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