DEFINITION:
The definition of Machine Learning(ML) in simple words is that " To give Computer ability to learn for experiences without being explicitly programmed ".
What ML actually mean is :
BREAKDOWN OF KEYWORDS:
There are two keywords which are 'learn from experiences' and the second one is 'explicitly programmed'. So what is the meaning of those two words first is 'learn from experiences', that is if you are doing something (habitual), you need to practice (train), we need to make computers do the same like to train in a football ground! 😂 Hell no! learn from its statistical interference, and the second keyword was that 'explicitly programmed', which we do in programming and coding we make our pc to perform some task by commands, which we don't do it here,
The way we try to understand it vs what it is:
New Computer geeks come and try to learn python first and libraries go to sci-kit learn and boom, that's not ML at all. Actually, ML is something :
Yes, you see it right, It's all about statistics, did I mention about Artificial Intelligence? Oh Sorry, Artificial Intelligence aka AI is sometimes called machine intelligence, is intelligence demonstrated by machines, unlike the natural intelligence displayed by humans and animals. Leading AI textbooks define the field as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals.
Machine Learning is like doing the same thing to gain experience and learn from these experiences,
Wait a minute who are you?
Actually, in this changing world, we want to automate everything with first processing, the machine is learning actually, While many machine learning algorithms have been around for a long time, the ability to automatically apply complex mathematical calculations to big data – over and over, faster and faster – is a recent development. Here are a few widely publicized examples of machine learning applications you may be familiar with:
- The heavily hyped, self-driving Google car? The essence of machine learning.
- Online recommendation offers such as those from Amazon and Netflix? Machine learning applications for everyday life.
- Knowing what customers are saying about you on Twitter? Machine learning combined with linguistic rule creation.
- Fraud detection? One of the more obvious, important uses in our world today
And it is here:
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