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Machine Learning

Machine Learning Abbreviated as ML and it’s a Application of Artificial Intelligence (AI) that provides system ability to learn automatically & improve from experience without any programming.

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...
cross validation

What is Cross Validation in Machine learning? Types of Cross Validation

What is cross validation?Types of validation?Non-Exhaustive MethodsHoldout method.K fold cross validationStratified K-Fold Cross ValidationExhaustive MethodsLeave-one-out cross validationLeave-P-Out cross validationWhat is Rolling cross validation? What is Cross Validation?
ridge regression

What is Ridge Regression?

Ridge regression is a model tuning method that is used to analyse any data that suffers from multicollinearity. This method performs L2 regularization. When the issue of multicollinearity occurs, least-squares are unbiased,...
seaborn tutorial

Seaborn Tutorial in Python For Beginners

Seaborn is an amazing data visualization library for statistical graphics plotting in Python. It provides beautiful default styles and colour palettes to make statistical plots more attractive. It is built on the...
Mutable and Immutable in Python

Understanding Mutable and Immutable in Python

Object mutability is one of the characteristics that makes Python a dynamically typed language. Today, we are going to understand: what is object mutability? Though Mutable and Immutable in...