Module NameDownloadDescriptionDownload Size
Linear RegressionLinear AlgebraLinear Algebra Tutorial192 kb
Module NameDownloadDescriptionDownload Size
Probability TheoryAssignment 1Assignment 1 with Solutions187 kb
Probability TheoryAssignment 1Assignment 1 Questions170 kb
Linear RegressionAssignment 2Assignment2 with Solutions147 kb
Linear RegressionAssignment 2Assignment 2 Questions123 kb
Classification - Linear ModelsAssignment 3Assignment 3 with Solutions167 kb
Classification - Linear ModelsAssignment 3Assignment 3 Questions112 kb
Classification - Separating Hyperplane ApproachesAssignment 4Assignment 4 with Solutions134 kb
Classification - Separating Hyperplane ApproachesAssignment 4Assignment 4 Questions127 kb
Parameter EstimationAssignment 5Assignment 5 Questions154 kb
Parameter EstimationAssignment 5Assignment 5 Questions142 kb
Evaluation MeasuresAssignment 6Assignment 6 with Solutions259 kb
Evaluation MeasuresAssignment 6Assignment 6 Questions84 kb
Hypothesis TestingAssignment 7Assignment 7 with Solutions98 kb
Hypothesis TestingAssignment7Assignment 7 Questions53 kb
Ensemble MethodsAssignment 8Assignment 8 with Solutions57 kb
Ensemble MethodsAssignment 8Assignment 8 Questions45 kb
Graphical ModelsAssignment 9Assignment 9 with Solutions214 kb
Graphical ModelsAssignment 9Assignment 9 Questions172 kb
ClusteringAssignment 10Assignment 10 with Solutions203 kb
ClusteringAssignment 10Assignment 10 Questions188 kb
Learning TheoryAssignment 11Assignment 11 Questions118 kb
Learning TheoryAssignment 11Assignment 11 with Solutions167 kb
Reinforcement LearningAssignment 12Assignment 12 Questions61 kb
Reinforcement LearningAssignment 12Assignment 12 with Solutions81 kb

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