Introduction to Machine Learning Algorithms

In simplest of words Machine Learning could be defined as a set of algorithms or computer programs that infer knowledge from past information & experiences and use it to improve future decision making process. Emerged from the Artificial Intelligence, Machine Learning has evolved as a separate field of study in Computer Science & Engineering. Algorithms studied in Machine Learning are defined by Tom M. Mitchell an American Computer Scientist as follows - A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P if its performance at tasks in T, as measured by P, improves with experience E.

Machine Learning algorithms are proving to be extremely useful in wide range applications especially in critical applications like - Natural Language Processing, Medical Image processing, Finance Trading, Energy Production...

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