| Module Name | Download | Description | Download Size |
|---|---|---|---|
| Introduction | Self Evaluation | Please see the questions attached with the last module. | 25 |
| Hidden Markov Model | Self Evaluation | This is a questionnaire covering all the modules and could be attempted after reading the full course. | 80 |
| Sl.No | Chapter Name | MP4 Download |
|---|---|---|
| 1 | Introduction | Download |
| 2 | Feature Extraction - I | Download |
| 3 | Feature Extraction - II | Download |
| 4 | Feature Extraction - III | Download |
| 5 | Bayes Decision Theory | Download |
| 6 | Bayes Decision Theory (Contd.) | Download |
| 7 | Normal Density and Discriminant Function | Download |
| 8 | Normal Density and Discriminant Function (Contd.) | Download |
| 9 | Bayes Decision Theory - Binary Features | Download |
| 10 | Maximum Likelihood Estimation | Download |
| 11 | Probability Density Estimation | Download |
| 12 | Probability Density Estimation (Contd.) | Download |
| 13 | Probability Density Estimation (Contd. ) | Download |
| 14 | Probability Density Estimation ( Contd.) | Download |
| 15 | Probability Density Estimation ( Contd. ) | Download |
| 16 | Dimensionality Problem | Download |
| 17 | Multiple Discriminant Analysis | Download |
| 18 | Multiple Discriminant Analysis (Tutorial) | Download |
| 19 | Multiple Discriminant Analysis (Tutorial ) | Download |
| 20 | Perceptron Criterion | Download |
| 21 | Perceptron Criterion (Contd.) | Download |
| 22 | MSE Criterion | Download |
| 23 | Linear Discriminator (Tutorial) | Download |
| 24 | Neural Networks for Pattern Recognition | Download |
| 25 | Neural Networks for Pattern Recognition (Contd.) | Download |
| 26 | Neural Networks for Pattern Recognition (Contd. ) | Download |
| 27 | RBF Neural Network | Download |
| 28 | RBF Neural Network (Contd.) | Download |
| 29 | Support Vector Machine | Download |
| 30 | Hyperbox Classifier | Download |
| 31 | Hyperbox Classifier (Contd.) | Download |
| 32 | Fuzzy Min Max Neural Network for Pattern Recognition | Download |
| 33 | Reflex Fuzzy Min Max Neural Network | Download |
| 34 | Unsupervised Learning - Clustering | Download |
| 35 | Clustering (Contd.) | Download |
| 36 | Clustering using minimal spanning tree | Download |
| 37 | Temporal Pattern recognition | Download |
| 38 | Hidden Markov Model | Download |
| 39 | Hidden Markov Model (Contd.) | Download |
| 40 | Hidden Markov Model (Contd. ) | Download |
| Sl.No | Chapter Name | English |
|---|---|---|
| 1 | Introduction | Download Verified |
| 2 | Feature Extraction - I | Download Verified |
| 3 | Feature Extraction - II | Download Verified |
| 4 | Feature Extraction - III | Download Verified |
| 5 | Bayes Decision Theory | Download Verified |
| 6 | Bayes Decision Theory (Contd.) | Download Verified |
| 7 | Normal Density and Discriminant Function | Download Verified |
| 8 | Normal Density and Discriminant Function (Contd.) | Download Verified |
| 9 | Bayes Decision Theory - Binary Features | Download Verified |
| 10 | Maximum Likelihood Estimation | Download Verified |
| 11 | Probability Density Estimation | Download Verified |
| 12 | Probability Density Estimation (Contd.) | Download Verified |
| 13 | Probability Density Estimation (Contd. ) | Download Verified |
| 14 | Probability Density Estimation ( Contd.) | Download Verified |
| 15 | Probability Density Estimation ( Contd. ) | Download Verified |
| 16 | Dimensionality Problem | Download Verified |
| 17 | Multiple Discriminant Analysis | Download Verified |
| 18 | Multiple Discriminant Analysis (Tutorial) | Download Verified |
| 19 | Multiple Discriminant Analysis (Tutorial ) | Download Verified |
| 20 | Perceptron Criterion | Download Verified |
| 21 | Perceptron Criterion (Contd.) | Download Verified |
| 22 | MSE Criterion | Download Verified |
| 23 | Linear Discriminator (Tutorial) | Download Verified |
| 24 | Neural Networks for Pattern Recognition | Download Verified |
| 25 | Neural Networks for Pattern Recognition (Contd.) | Download Verified |
| 26 | Neural Networks for Pattern Recognition (Contd. ) | Download Verified |
| 27 | RBF Neural Network | Download Verified |
| 28 | RBF Neural Network (Contd.) | Download Verified |
| 29 | Support Vector Machine | Download Verified |
| 30 | Hyperbox Classifier | Download Verified |
| 31 | Hyperbox Classifier (Contd.) | Download Verified |
| 32 | Fuzzy Min Max Neural Network for Pattern Recognition | Download Verified |
| 33 | Reflex Fuzzy Min Max Neural Network | Download Verified |
| 34 | Unsupervised Learning - Clustering | Download Verified |
| 35 | Clustering (Contd.) | Download Verified |
| 36 | Clustering using minimal spanning tree | Download Verified |
| 37 | Temporal Pattern recognition | Download Verified |
| 38 | Hidden Markov Model | Download Verified |
| 39 | Hidden Markov Model (Contd.) | Download Verified |
| 40 | Hidden Markov Model (Contd. ) | Download Verified |
| Sl.No | Language | Book link |
|---|---|---|
| 1 | English | Download |
| 2 | Bengali | Not Available |
| 3 | Gujarati | Not Available |
| 4 | Hindi | Not Available |
| 5 | Kannada | Not Available |
| 6 | Malayalam | Not Available |
| 7 | Marathi | Not Available |
| 8 | Tamil | Not Available |
| 9 | Telugu | Not Available |