Machine Learning Algorithms Simplified, Tharakan L.A., 2023

Machine Learning Algorithms Simplified, Tharakan L.A., 2023.

Machine Learning Simplified: A Comprehensive Guide to Supervised, Unsupervised, and Semi-Supervised Algorithms In today's data-driven world, machine learning has become an essential tool for businesses and organizations of all sizes. This powerful technology enables computers to learn from data without being explicitly programmed, making it possible to solve complex problems and uncover hidden insights. However, understanding the intricacies of machine learning can be daunting, especially for those without a background in computer science or mathematics.




Supervisediearning.
Supervised learning is a type of machine learning in which an algorithm is trained on labelled data, where the desired output is known for each input. The algorithm learns to map the input to the output by minimizing the error between its predictions and the actual output. This type of learning is often used for prediction or classification tasks, where the goal is to learn a mapping from input variables to output variables.



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