What is ML and how it works? Will AI replace programmers? To know this one need to know a bit more about machine learning.
In simple terms, machine learning is a type of artificial intelligence that allows computers to learn and make decisions without being explicitly programmed. It involves feeding large amounts of data into a computer, which then uses that data to recognize patterns and make predictions or decisions.
There are three main types of machine learning:
1) Classification: Classification involves training a machine learning model to predict which category or class a given input belongs to. For example, a classification model might be trained to predict whether an email is spam or not spam.
2) Regression: Regression involves training a machine learning model to predict a continuous value, such as a price or a temperature. For example, a regression model might be used to predict the price of a house based on its size, location, and other factors.
3) Reinforcement learning: Reinforcement learning involves training a machine learning model to make decisions in an environment in order to maximize a reward. This type of learning is often used in self-driving cars or in video games to teach the computer how to make the best decisions in a given situation.
I hope this video will help you understand the basics of machine learning. Thank you for watching!
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