Machine Learning

K-means clustering

K-means clustering is a popular unsupervised machine learning algorithm used to group similar data points i…

Decision trees

Decision trees are a popular machine learning algorithm used for both regression and classification problem…

types of classification

There are two main types of classification in machine learning: binary classification and multiclass classi…

classification

Classification is a type of machine learning task where the goal is to predict the class or category of a n…

logistic regression

Logistic regression is a statistical method used to model the relationship between a dependent variable and…

Linear regression

Linear regression is a statistical method used to model the relationship between a dependent variable and o…

parametric versus non parametric

Parametric and nonparametric are two types of statistical models used in machine learning and other data an…

supervised algorithms

Supervised learning algorithms are a type of machine learning algorithm that require labeled data for train…

unsupervised algorithms

Unsupervised learning algorithms are a type of machine learning algorithm that do not require labeled data …

machine learning

Machine learning is a subfield of artificial intelligence that focuses on developing algorithms and statist…

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