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Invidious > Channel > Machine Learning- Balaraman Ravindran

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YT 25 minutes 14 seconds 7.6K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 5 Lecture 27 ANN II - Backprogpogation I YT 15 minutes 49 seconds 19K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 10 Subset Selection 1 YT 25 minutes 7.5K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 19 Linear Discriminant Analysis 3

YT 17 minutes 46 seconds 5.4K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 42 Evaluation Measures 1 YT 24 minutes 36 seconds 98K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 1 Lecture 2 - Supervised Learning YT 23 minutes 37 seconds 6.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 35 Stopping Criteria & Pruning

YT 18 minutes 8 seconds 10K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 33 Decision Trees - Introduction YT 14 minutes 27 seconds 8.8K views Shared 3 years ago Machine Learning- Balaraman Ravindran MAXIMUM LIKELIHOOD ESTIMATE YT 13 minutes 8 seconds 6.2K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 5 Lecture 31 Parameter Estimation II - Priors & MAP

YT 41 minutes 5 seconds 68K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 2 Lecture 5 - Statistical Decision Theory - Regression YT 29 minutes 44 seconds 9.9K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 5 Lecture 26 ANN I - Early Models YT 29 minutes 52 seconds 21K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 2 Lecture 9 - Multivariate Regression

YT 15 minutes 47 seconds 11K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 4 Lecture 21 SVM - Formulation YT 16 minutes 27 seconds 4.7K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 38 Decision Trees - Multiway Splits YT 38 minutes 17 seconds 14K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 16 Logistic Regression

YT 23 minutes 44 seconds 11K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 11 Subset Selection 2 YT 24 minutes 10 seconds 13K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 15 Linear Classification YT 31 minutes 13 seconds 5K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 5 Lecture 29 ANN IV - Initialization, Training & Validation

YT 32 minutes 1 second 11K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 4 Lecture 20 Perceptron Learning YT 23 minutes 40 seconds 38K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 2 Lecture 8 - Linear Regression YT 17 minutes 7 seconds 26K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 2 Lecture 7 - Bias - Variance

YT 16 minutes 22 seconds 13K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 17 Linear Discriminant Analysis 1 YT 19 minutes 21 seconds 29K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 2 Lecture 6 - Statistical Decision Theory - Classification YT 14 minutes 53 seconds 11K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 12 Shrinkage Methods

YT 17 minutes 38 seconds 6K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 36 Decision Trees for Classification - Loss Functions YT 8 minutes 52 seconds 48K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 1 Lecture 3 - Unsupervised Learning YT 14 minutes 28 seconds 12K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 13 Principal Components Regression

YT 30 minutes 57 seconds 8.8K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 34 Regression Trees YT 19 minutes 27 seconds 7.6K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 4 Lecture 22 SVM - Interpretation & Analysis YT 8 minutes 46 seconds 42K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 1 Lecture 4 - Reinforcement Learning

YT 14 minutes 42 seconds 6.2K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 4 Lecture 25 SVM - Hinge Loss Formulation YT 21 minutes 30 seconds 4.7K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 5 Lecture 28 ANN III - Backpropogation II YT 13 minutes 46 seconds 5K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 37 Decision Trees - Categorical Attributes

YT 14 minutes 35 seconds 12K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 14 Partial Least Squares YT 21 minutes 54 seconds 7.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 5 Lecture 32 Parameter Estimation III - Bayesian Estimation YT 30 minutes 56 seconds 7.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 4 Lecture 23 SVMs for Linearly Non Separable Data

YT 20 minutes 59 seconds 8.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Lecture 18 Linear Discriminant Analysis 2 YT 25 minutes 21 seconds 18K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 3 Weka Tutorial YT 17 minutes 50 seconds 6.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 4 Lecture 24 SVM Kernels

YT 20 minutes 1 second 2.8K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 10 Lecture 69 The CURE Algorithm YT 11 minutes 19 seconds 3.6K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 46 - Minimum Description Length & Exploratory Analysis YT 51 minutes 23 seconds 5.9K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 10 Lecture 65 Partional Clustering

YT 1 hour 22 minutes 51 seconds 4.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Lecture 79 Learning Theory YT 20 minutes 55 seconds 3.8K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 44 - 2 Class Evaluation Measures YT 17 minutes 51 seconds 4.1K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 10 Lecture 70 Density Based Clustering

YT 32 minutes 33 seconds 3.4K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 9 Lecture 62 Variable Elimination YT 31 minutes 14 seconds 6.2K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 8 Lecture 53 - Ensemble Methods - Bagging, Committee Machines and Stacking YT 16 minutes 38 seconds 2.7K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 7 Lecture 50 -STUDENT'S T-TEST

YT 27 minutes 34 seconds 3.2K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 7 Lecture 48 - Basic Concepts YT 40 minutes 1 second 4.8K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 9 Lecture 58 Bayesian Networks YT 16 minutes 18 seconds 3.8K views Shared 3 years ago Machine Learning- Balaraman Ravindran Lecture 64 Multi-class Classification

YT 16 minutes 37 seconds 4.4K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 9 Lecture 63 Belief Propagation YT 41 minutes 27 seconds 2.5K views Shared 3 years ago Machine Learning- Balaraman Ravindran The Apriori Property YT 39 minutes 7 seconds 3.2K views Shared 3 years ago Machine Learning- Balaraman Ravindran Lecture 81 - RL Framework and TD Learning

YT 32 minutes 25 seconds 4.7K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 11 Lecture 72 Expectation Maximization YT 13 minutes 8 seconds 3.3K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 40 Decision Trees - Instability, Smoothness & Repeated Subtrees YT 19 minutes 59 seconds 3.9K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Lecture 41 Decision Trees - Example

YT 37 minutes 55 seconds 4.7K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 9 Lecture 59 Undirected Graphical Models - Introduction YT 14 minutes 3 seconds 2.2K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 7 Lecture 52 - Confidence Intervals YT 20 minutes 2 seconds 3.7K views Shared 3 years ago Machine Learning- Balaraman Ravindran Week 6 Decision Trees Tutorial