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Zeineb Daly

Machine Learning


This article on Machine Learning will help you understand what is ML, how it works, as well as methods and types of this technology with Businesses.

What is Machine Learning

Machine Learning is a subfield of Artificial Intelligence that wil help it predict outcomes without being explicitly programmed. In other terms it’s the imitation of human behaviour in learning staff. ML uses Data in order to come out with new outputs. The Learning mechanism begins with looking for patterns in Data that will help in making decisions without human interactions or even a small assistance.

Machine Learning



The thing about ML is the ability of computers to learn automatically without even being programmed to do so.


How does it work?


Input Data
Analyse Data
Find Patterns
Predictions
Store the feedback

Machine Learning Methods

ML offers noticeable benefits for Artificial Intelligence technology. But which methods that goes with your business? There are many ML training methods, including:


  • - Supervised Learning
  • - Unsupervised Learning
  • - Reinforcement Learning

  • Let’s learn more about them and discover what each one has to offer.

    Supervised Learning

    Also know as Supervised machine learning, Data scientists supply algorithms with labeled trained data to predict the output. They also define what variables they want the algorithm to asees. Both the input and output of the algorithm is defined.

    Robot

    Unsupervised Learning

    This method is used when the information used to train is not classified nor labeled. This type of ML involves algorithms that train on unlabeled data in order to describe a hidden structure or come out with a meaningful connection. The Data trained as well as the predictions are pre-established.

    Reinforcement Learning

    Reinforcement machine learning algorithms are a learning method that data scientists use to teach a machine to complete tasks or steps that are defined. Which mean a programmation of the algorithm to complete tasks with the ability of deciding on its own what step to take along the way.

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