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Artificial Intelligence

Artificial intelligence is the ability of a digital computer or computer-controlled robot to execute tasks commonly associated with intelligent beings.

Feature Extraction

What is Feature Extraction? Feature Extraction in Image Processing

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In real life all the data we collect they are big in amount, to understand those we badly need a process because manually it is not possible to process them. So here...
chained techniques in Artificial Intelligence

Chaining Techniques in Artificial Intelligence

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We have created Artificial Intelligence as a way to amplify human intelligence and promote growth like never before. AI can help us solve numerous problems of varying complexities. One...
linear discriminant analysis

Linear Discriminant Analysis or LDA in Python

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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

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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?

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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,...