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Machine Learning or automatic learning is a scientific field,
and more specifically a subcategory of artificial intelligence.
It consists of letting algorithms discover “patterns”, namely
recurring patterns, in data sets. This data can be numbers, words,
images, statistics
Anything that can be stored digitally can serve as data for Machine Learning.
By detecting patterns in this data, algorithms learn and improve their
performance in performing a specific task.
types of ML :
-Supervised Learning
-Unsupervised Learning
-Reinforcement Learning
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General equation:
input + rules = output (input is put through the rules returning
some form of output)
Normal programming:
input + rules = ? (output, but depends on input and/or rules)
Machine learning:
input + ? = output (program makes rules based on input and
expected output)
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Machine learning (ML) is a subfield of artificial intelligence (AI) that allows software applications to become more accurate at predicting outcomes without being explicitly programmed to do so. Machine learning algorithms use historical data as input to predict new output values.