What is Machine Learning?
When a computer learns from data it is called machine learning (ML).
How do you teach a computer?
You use ML algorithms.
What is a machine learning algorithm?
An ML algorithm is a function that takes in data and outputs a prediction.
What kind of prediction?
Predictions like, "This is a picture of a bicycle", or "Tomorrow it is going to rain", or "This customer will probably leave our company soon".
Ok, so how does an algorithm do this?
ML algorithms are designed to find attributes of datasets that describe groupings or trends within the data. This can be something simple as: "if a pixel in this location is blue you're looking at a smurf", or something complicated like: "a combination of this pixel intensity with this shape in this orientation here and this other shape there and so on, means this is a picture of Robert on a bicycle".
Or another example: "if it rained yesterday and the air pressure is so and so and the wind direction is so and so and so on, it will rain today as well."
In other posts in the section "Short Explanations" I explain how specific ML algorithms work in more detail.
How do you teach a computer?
You use ML algorithms.
What is a machine learning algorithm?
An ML algorithm is a function that takes in data and outputs a prediction.
What kind of prediction?
Predictions like, "This is a picture of a bicycle", or "Tomorrow it is going to rain", or "This customer will probably leave our company soon".
Ok, so how does an algorithm do this?
ML algorithms are designed to find attributes of datasets that describe groupings or trends within the data. This can be something simple as: "if a pixel in this location is blue you're looking at a smurf", or something complicated like: "a combination of this pixel intensity with this shape in this orientation here and this other shape there and so on, means this is a picture of Robert on a bicycle".
Or another example: "if it rained yesterday and the air pressure is so and so and the wind direction is so and so and so on, it will rain today as well."
In other posts in the section "Short Explanations" I explain how specific ML algorithms work in more detail.
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