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Outliers 'Meet The Entrepreneur' session with 'Saaf Water' Co-Founders- Satyam & Hrishikesh

Boosting

Bagging

Overfitting and underfitting

Summary for soft-margin SVM

Complementary slackness conditions for soft-margin SVM

Dual formulation for Soft Margin SVM

Expectation of a Random Variable _ Properties of Experience

Variance of a Random Variable - Properties of a Variance

Formulating the Dual Problem

Soft Margin SVM

Maximum margin: Formulation

Perceptrons and Margin

Proof of convergence of Perceptron Algorithm

Logistic Regression

Understanding Perceptron Update Rule

Perceptron Learning Algorithm

Alternate generative model-based algorithm

Pitfalls of naive Bayes algorithm

Decision function of naive Bayes

English 1

Maths 1 - Revision Session - Qualifier 2

Generative model-based algorithm

Naive Bayes algorithm