-
Resource Link
Dear Students the Resource Link has been uploaded for the following topics:Reinforcement learning
-
Youtube Video
Dear Students the Youtube Video has been uploaded for the following topics:Self Organizing Map
-
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Introduction - Association Rules , Apriori Algorithm - Clustering- K-means , EM Algorithm- Mixtures of Gaussians , Curves and Surfaces – Independent Component Analysis, Self-organizing Map - Principal Components, Introduction - Single State Case , Elements of Reinforcement Learning, Temporal Difference Learning–Generalization, Model Based Learning
-
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Boosting and Additive Trees – Boosting Trees – Regularization – Interpretation – Illustrations, Boosting and Additive Trees – Boosting Trees – Regularization – Interpretation – Illustrations, Neural Networks – Fitting Neural Network - Bayesian Neural Net, Neural Network Representation – Problems – Perceptron , Multilayer Networks , Back Propagation Algorithms, Introduction - Linear Models for Regression – Linear Regression Models and Least Squares
-
Question Bank
Dear Students the Question Bank has been uploaded for the following topics:2 marks
-
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Machine Learning – perspective -Issues, Examples of Machine Learning Applications , Types of Machine Learning –Machine Learning process- preliminaries, testing , Machine Learning algorithms, Turning data into Probabilities, and Statistics for Machine Learning , Probability theory -Bayesian Decision Theory
-
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Introduction - Linear Models for Regression – Linear Regression Models and Least Squares , Subset Selection
-
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Examples of Machine Learning Applications
-
Question Bank
Dear Students the Question Bank has been uploaded for the following topics:2 marks, 2 marks