Filename Size 1. Chapter 1/1. Random Forest and Extremely Random Forest.mp4 116.9 MB 1. Chapter 1/1. Random Forest and Extremely Random Forest.vtt 12.2 KB 10. Heuristic Search/1. What is Heuristic Search.mp4 93.5 MB 10. Heuristic Search/1. What is Heuristic Search.vtt 7.3 KB 10. Heuristic Search/2. Local Search Technique.mp4 132.1 MB 10. Heuristic Search/2. Local Search Technique.vtt 10.9 KB 10. Heuristic Search/3. Constraint Satisfaction Problem.mp4 105 MB 10. Heuristic Search/3. Constraint Satisfaction Problem.vtt 9.8 KB 10. Heuristic Search/4. Region Coloring Problem.mp4 53 MB 10. Heuristic Search/4. Region Coloring Problem.vtt 5.3 KB 10. Heuristic Search/5. Building Maze.mp4 77.3 MB 10. Heuristic Search/5. Building Maze.vtt 7.7 KB 10. Heuristic Search/6. Puzzle Solver.mp4 105.1 MB 10. Heuristic Search/6. Puzzle Solver.vtt 9.8 KB 11. Natural Language Processing/1. Natural Language Processing.mp4 70.6 MB 11. Natural Language Processing/1. Natural Language Processing.vtt 7.2 KB 11. Natural Language Processing/10. Segmentation Example Continues.mp4 27.1 MB 11. Natural Language Processing/10. Segmentation Example Continues.vtt 4.6 KB 11. Natural Language Processing/11. Information Extraction.mp4 50.6 MB 11. Natural Language Processing/11. Information Extraction.vtt 10.6 KB 11. Natural Language Processing/12. Tag Patterns.mp4 46.7 MB 11. Natural Language Processing/12. Tag Patterns.vtt 3.5 KB 11. Natural Language Processing/13. Chunking.mp4 106.1 MB 11. Natural Language Processing/13. Chunking.vtt 10.5 KB 11. Natural Language Processing/14. Representation of Chunks.mp4 69.7 MB 11. Natural Language Processing/14. Representation of Chunks.vtt 5.9 KB 11. Natural Language Processing/15. Chinking.mp4 87.9 MB 11. Natural Language Processing/15. Chinking.vtt 8.7 KB 11. Natural Language Processing/16. Chunking wirh Regular Expression.mp4 95.6 MB 11. Natural Language Processing/16. Chunking wirh Regular Expression.vtt 8.5 KB 11. Natural Language Processing/17. Named Entity Recognition.mp4 78.7 MB 11. Natural Language Processing/17. Named Entity Recognition.vtt 7 KB 11. Natural Language Processing/18. Trees.mp4 62.3 MB 11. Natural Language Processing/18. Trees.vtt 8.3 KB 11. Natural Language Processing/19. Context Free Grammar.mp4 38.3 MB 11. Natural Language Processing/19. Context Free Grammar.vtt 3.6 KB 11. Natural Language Processing/2. Examine Text Using NLTK.mp4 60.3 MB 11. Natural Language Processing/2. Examine Text Using NLTK.vtt 5.1 KB 11. Natural Language Processing/20. Recursive Descent Parsing.mp4 66.3 MB 11. Natural Language Processing/20. Recursive Descent Parsing.vtt 7.3 KB 11. Natural Language Processing/3. Raw Text Accessing (Tokenization).mp4 119 MB 11. Natural Language Processing/3. Raw Text Accessing (Tokenization).vtt 12.5 KB 11. Natural Language Processing/4. NLP Pipeline and Its Example.mp4 75 MB 11. Natural Language Processing/4. NLP Pipeline and Its Example.vtt 7.2 KB 11. Natural Language Processing/5. Regular Expression with NLTK.mp4 50.9 MB 11. Natural Language Processing/5. Regular Expression with NLTK.vtt 5.2 KB 11. Natural Language Processing/6. Stemming.mp4 71.5 MB 11. Natural Language Processing/6. Stemming.vtt 6.9 KB 11. Natural Language Processing/7. Lemmatization.mp4 76.8 MB 11. Natural Language Processing/7. Lemmatization.vtt 6.5 KB 11. Natural Language Processing/8. Segmentation.mp4 98.3 MB 11. Natural Language Processing/8. Segmentation.vtt 7 KB 11. Natural Language Processing/9. Segmentation Example.mp4 22.8 MB 11. Natural Language Processing/9. Segmentation Example.vtt 3.1 KB 12. Introduction/1. Recursive Descent Parsing Continues.mp4 42.5 MB 12. Introduction/1. Recursive Descent Parsing Continues.vtt 8.3 KB 12. Introduction/2. Introduction to Predictive Analysis.mp4 95.4 MB 12. Introduction/2. Introduction to Predictive Analysis.vtt 10.2 KB 12. Introduction/3. Shift Reduce Parsing.mp4 80.2 MB 12. Introduction/3. Shift Reduce Parsing.vtt 10.7 KB 2. Class Imbalance and Grid Search/1. Dealing with Class Imbalance.mp4 85.2 MB 2. Class Imbalance and Grid Search/1. Dealing with Class Imbalance.vtt 7.1 KB 2. Class Imbalance and Grid Search/2. Grid Search.mp4 110.3 MB 2. Class Imbalance and Grid Search/2. Grid Search.vtt 10.9 KB 3. Adaboost Regressor/1. Adaboost Regressor.mp4 86.4 MB 3. Adaboost Regressor/1. Adaboost Regressor.vtt 7.8 KB 3. Adaboost Regressor/2. Predicting Traffic Using Extremely Random Forest Regressor.mp4 34.6 MB 3. Adaboost Regressor/2. Predicting Traffic Using Extremely Random Forest Regressor.vtt 2.4 KB 3. Adaboost Regressor/3. Traffic Prediction.mp4 84.1 MB 3. Adaboost Regressor/3. Traffic Prediction.vtt 7.2 KB 4. Detecting patterns with Unsupervised Learning/1. Detecting patterns with Unsupervised Learning.mp4 74.8 MB 4. Detecting patterns with Unsupervised Learning/1. Detecting patterns with Unsupervised Learning.vtt 6.5 KB 4. Detecting patterns with Unsupervised Learning/2. Clustering.mp4 69.7 MB 4. Detecting patterns with Unsupervised Learning/2. Clustering.vtt 7.3 KB 4. Detecting patterns with Unsupervised Learning/3. Clustering Meanshift.mp4 55.5 MB 4. Detecting patterns with Unsupervised Learning/3. Clustering Meanshift.vtt 5.1 KB 4. Detecting patterns with Unsupervised Learning/4. Clustering Meanshift Continues.mp4 60.3 MB 4. Detecting patterns with Unsupervised Learning/4. Clustering Meanshift Continues.vtt 7.2 KB 5. Affinity Propagation Model/1. Affinity Propagation Model.mp4 75.8 MB 5. Affinity Propagation Model/1. Affinity Propagation Model.vtt 6.3 KB 5. Affinity Propagation Model/2. Affinity Propagation Model Continues.mp4 47.3 MB 5. Affinity Propagation Model/2. Affinity Propagation Model Continues.vtt 5.2 KB 6. Clustering Quality/1. Clustering Quality.mp4 69.9 MB 6. Clustering Quality/1. Clustering Quality.vtt 5.5 KB 6. Clustering Quality/2. Program of Clustering Quality.mp4 70.2 MB 6. Clustering Quality/2. Program of Clustering Quality.vtt 7.2 KB 7. Gaussian Mixture Model/1. Gaussian Mixture Model.mp4 62.4 MB 7. Gaussian Mixture Model/1. Gaussian Mixture Model.vtt 4.9 KB 7. Gaussian Mixture Model/2. Program of Gaussian Mixture Model.mp4 91.7 MB 7. Gaussian Mixture Model/2. Program of Gaussian Mixture Model.vtt 8.6 KB 8. Classifiers/1. Classification in Artificial Intelligence.mp4 21.2 MB 8. Classifiers/1. Classification in Artificial Intelligence.vtt 3.8 KB 8. Classifiers/2. Processing Data.mp4 65.2 MB 8. Classifiers/2. Processing Data.vtt 9 KB 8. Classifiers/3. Logistic Regression Classifier.mp4 16.6 MB 8. Classifiers/3. Logistic Regression Classifier.vtt 3.3 KB 8. Classifiers/4. Logistic Regression Classifier Example Using Python.mp4 61.8 MB 8. Classifiers/4. Logistic Regression Classifier Example Using Python.vtt 6.6 KB 8. Classifiers/5. Naive Bayes Classifier and its Examples.mp4 126.5 MB