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Quantile Regression

What is Quantile Regression? | Introduction to Quantile Regression

Contributed by: Sreekanth Tadakaluru LinkedIn Profile: https://www.linkedin.com/in/sreekanth-tadakaluru-3301649b/ Before we understand Quantile Regression, let us look at a few concepts. Quantiles are points in a distribution that relates to...
linear algebra for machine learning

Linear Algebra for Machine Learning

Linear Algebra for Machine LearningLinear algebra notationLinear Algebra ArithmeticLinear Algebra for StatisticsMatrix FactorizationLinear least squaresExamples of Linear Algebra in Machine Learning Linear Algebra is an essential field of...
linear discriminant analysis

Linear Discriminant Analysis or LDA in Python

Contributed by: Rahul Singh LinkedIn Profile: https://www.linkedin.com/in/rahul-singh-3b213117/ Linear Discriminant AnalysisWhy do we need to reduce dimensions in a data set?How to deal with a high dimensional dataset?Assumptions...
linear programming

Introduction to Linear Programming for Data Science

Contributed by: Sarita Upadhya LinkedIn Profile: https://www.linkedin.com/in/sarita-upadhya-a7b94922/ Introduction Data Science helps businesses to make informed and data-driven decisions. Current business situations or business scenarios can...