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In this article, we are going to look at how the polynomial regression is of assistance to us while we are working with the machine learning projects with the help of R. We have also studied how linear regression is useful to us while dealing with various machine learning problems
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In this blog, we'll talk about lambda expressions in python, which are essentially unnamed functions called anonymous functions.
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Decision trees are one of the most basic and widely used machine learning algorithms, which fall under supervised machine learning techniques. Decision trees can handle both regression and classification tasks, and therefore learning decision trees is a must for those who aspire to be data scientists.
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Regularization is a process in machine learning which is applied to control the overfitting of the data, and this overfitting occurs when the training dataset and the testing dataset vary too much. Therefore, regularization is implemented in algorithms such as linear regression to reduce overfitting.