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Tag: machine learning

  • How Machine Learning is related to AI?

    We have discussed various types of machine learning methods. However, we need to know How Machine Learning is related to AI? Certainly a section considers machine learning as a subfield of artificial intelligence.  But it could be misleading.  Why? We use the knowledge of machine learning in the study of AI. There is no doubt…

  • Machine Learning steps

    What are the basic machine learning steps? If you search in Google, you may find different answers. It might overwhelm a beginner. Firstly, when we utter the word ‘beginner’ we don’t assume that you know nothing about programming and mathematics. Why do we say that? Certainly we will discuss in the coming section. Secondly, it…

  • Unsupervised Learning in Machine Learning

    We have discussed supervised learning in machine learning in the previous section. Is unsupervised learning just the opposite? Well kind of that. And the story starts from here. Because in supervised learning algorithms we need a teacher who will supervise the learning. Right?  When the learning is unsupervised, we cannot expect a teacher who will…

  • Supervised Learning in Machine Learning

    Supervised learning in machine learning refers to a category of machine learning. In the previous section we have discussed many categories. We have seen one key feature of machine learning is to train a machine based on a training dataset. Right?  However, for doing that we need an algorithm, of course. As a result the…

  • Training set in machine learning

    In our previous section we have seen how a machine can learn from users. We call these examples training set in machine learning. We indicate each training example as a training instance.  As we have seen earlier, as users mark emails as spams, and move them to spam folders, the system uses them as examples.…

  • Machine learning with examples

    Let’s try to understand machine learning with examples. However, we have already learned that for machine learning what we should do. Right? In our previous section we discussed how through machine learning we train machines to perform various actions. Then how do we define machine learning?  That’s the question a beginner will always ask. In…

  • Train machines through machine learning

    Through machine learning we train machines to perform various actions. A simple example of this action is spam filtering in email. But as long as we talk about these actions that machine learning performs, the sky’s the limit. Let’s take a look at other various tasks or actions. These actions might include predictions, recommendations, estimations,…

  • What is machine learning in simple words?

    When we say TensorFlow is a machine learning or ML library, what does that mean? To know that we need to know what ML is. Firstly, machine learning is a type of artificial intelligence or AI.  What is artificial intelligence or AI? Artificial intelligence allows software applications to become more accurate at predicting outcomes. However,…