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Machine Learning

What is Machine Learning?

Machine learning is a form of artificial intelligence that gives systems the ability to learn and improve automatically, without needing human input. It focuses on developing computer programs that have the ability to access data and use it to learn for themselves. The first step of learning is data or observations (i.e. instructions, examples, experience) so that patterns in data can be found. This can then make better decisions in the future. The overall goal is for the computers to learn automatically, without human input or assistance.

Why is Machine Learning important?

Machine learning has many practical features that can help fulfil business goals; for example, it can save on time and money. It essentially allows employees to get things done quicker, thus increasing productivity and efficiency. It also automates tasks that would otherwise be performed via human input, which frees up valuable time that can be used more efficiently elsewhere, where human effort is the only way of performing the task such as customer service.

What are the Machine Learning methods?

There are several machine learning methods that are often categorized as supervised or unsupervised. It is essential to know the strengths and weaknesses of each ones so that you can choose the right algorithm that is most beneficial to your business.

Here are some of the popular machine learning methods:

  • • Supervised machine learning algorithms

  • • Unsupervised machine learning algorithm

  • • Semi-supervised machine learning algorithm

  • • Reinforcement machine learning algorithms

These are just a few of the methods that enable the analysis of large quantities of data. They generally deliver fast and accurate results, however, they may require additional time and resources to train it properly. It is effective to combine machine learning with artificial intelligence and cognitive technologies.

For more information on machine learning:

What it is and why it matters

Strengths and weaknesses

Why machine learning is the future for every business

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