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Resource Link
Dear Students the Resource Link has been uploaded for the following topics:Machine Learning
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Types of learning –supervised –unsupervised –reinforcement, Learning from data
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Question Bank
Dear Students the Question Bank has been uploaded for the following topics:Unit I 2 Mark QP and Answer, MCQ, IAE1 , IAE2
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Youtube Video
Dear Students the Youtube Video has been uploaded for the following topics:Linear Regressionsupervised Vs unsupervisedsupervised Vs unsupervised Vs ReinforcementTypes of Learning
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Components of learning, Learning models –geometric models –probabilistic models –logic models, Grouping and grading- learning versus design, Theory of learning –feasibility of learning, Revision, Theory of generalization –generalization bound, Bias and variance –learning curve
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Assignment
Assignment topic is Case study on Association Rule Mining and due date is 27-10-2022.
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Learning neural networks structures, Nearest neighbor models , K-means – clustering around medoids- Silhouttes
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Support vector machines- Soft margin SVM, Learning neural networks structures, Linear classification –univariate linear regression
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Resource Link
Dear Students the Resource Link has been uploaded for the following topics:Decision treeOrdered and unordered
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Decision trees –learning decision trees , K-means – clustering around medoids- Silhouttes, k-d trees –locality sensitive hashing–, Generalization and overfitting, Trees –regression trees , Support vector regression, Introduction to Scikit, Learning ordered rule lists, Bias and variance –learning curve
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Support vector regression, Association rule mining , First-order rule learning, Ranking and probability estimation
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Introduction to Scikit, Learn library , Supervised learning , k nearest neighbors
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Perceptrons-Multilayer neural networks, Learning neural networks structures, Logistic regression , Going beyond linearity, Generalization and overfitting
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Ensemble learning , Non-parametric regression , k-d trees –locality sensitive hashing–
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Boosting –meta learning