Udemy - Artificial Intelligence and Predictive Analysis using Python [Course Drive]

Files:

• 027 Concept of Logic Programming.mp4 (154.2 MB)
• 027 Concept of Logic Programming-en.srt (14.6 KB)
• 028 Matching the Mathematical Expression-en.srt (8.1 KB)
• 028 Matching the Mathematical Expression.mp4 (78.5 MB)
• 029 Parsing Family Tree and its Example-en.srt (10.9 KB)
• 029 Parsing Family Tree and its Example.mp4 (100.5 MB)
• 030 Analyzing Geography Logic Programming-en.srt (6.6 KB)
• 030 Analyzing Geography Logic Programming.mp4 (62.4 MB)
• 031 Puzzle Solver and its Example-en.srt (7.1 KB)
• 031 Puzzle Solver and its Example.mp4 (60.6 MB)

• ReadMe.txt (0.2 KB)
• Visit Coursedrive.org.url (0.1 KB)
01 Introduction
• 001 Artificial-Intelligence-with-python.zip (3.8 MB)
• 001 Introduction to Predictive Analysis-en.srt (11.6 KB)
• 001 Introduction to Predictive Analysis.mp4 (95.4 MB)
• 002 Random Forest and Extremely Random Forest-en.srt (14.0 KB)
• 002 Random Forest and Extremely Random Forest.mp4 (116.9 MB)
02 Class Imbalance and Grid Search
• 003 Dealing with Class Imbalance-en.srt (8.2 KB)
• 003 Dealing with Class Imbalance.mp4 (85.2 MB)
• 004 Grid Search-en.srt (12.6 KB)
• 004 Grid Search.mp4 (110.3 MB)
03 Adaboost Regressor
• 005 Adaboost Regressor-en.srt (9.0 KB)
• 005 Adaboost Regressor.mp4 (86.4 MB)
• 006 Predicting Traffic Using Extremely Random Forest Regressor-en.srt (2.8 KB)
• 006 Predicting Traffic Using Extremely Random Forest Regressor.mp4 (34.6 MB)
• 007 Traffic Prediction-en.srt (8.3 KB)
• 007 Traffic Prediction.mp4 (84.1 MB)
04 Detecting patterns with Unsupervised Learning
• 008 Detecting patterns with Unsupervised Learning-en.srt (7.3 KB)
• 008 Detecting patterns with Unsupervised Learning.mp4 (74.8 MB)
• 009 Clustering-en.srt (8.3 KB)
• 009 Clustering.mp4 (69.7 MB)
• 010 Clustering Meanshift-en.srt (5.8 KB)
• 010 Clustering Meanshift.mp4 (55.5 MB)
• 011 Clustering Meanshift Continues-en.srt (8.3 KB)
• 011 Clustering Meanshift Continues.mp4 (60.3 MB)
05 Affinity Propagation Model
• 012 Affinity Propagation Model-en.srt (7.2 KB)
• 012 Affinity Propagation Model.mp4 (75.8 MB)
• 013 Affinity Propagation Model Continues-en.srt (6.0 KB)
• 013 Affinity Propagation Model Continues.mp4 (47.3 MB)
06 Clustering Quality
• 014 Clustering Quality-en.srt (6.3 KB)
• 014 Clustering Quality.mp4 (69.9 MB)
• 015 Program of Clustering Quality-en.srt (8.3 KB)
• 015 Program of Clustering Quality.mp4 (70.2 MB)
07 Gaussian Mixture Model
• 016 Gaussian Mixture Model-en.srt (5.6 KB)
• 016 Gaussian Mixture Model.mp4 (62.4 MB)
• 017 Program of Gaussian Mixture Model-en.srt (10.0 KB)
• 017 Program of Gaussian Mixture Model.mp4 (91.7 MB)
08 Classifiers
• 018 Classification in Artificial Intelligence-en.srt (4.3 KB)
• 018 Classification in Artificial Intelligence.mp4 (21.2 MB)
• 019 Processing Data-en.srt (10.3 KB)
• 019 Processing Data.mp4 (65.2 MB)
• 020 Logistic Regression Classifier-en.srt (3.6 KB)
• 020 Logistic Regression Classifier.mp4 (16.6 MB)
• 021 Logistic Regression Classifier Example Using Python-en.srt (7.7 KB)
• 021 Logistic Regression Classifier Example Using Python.mp4 (61.8 MB)
• 022 Naive Bayes Classifier and its Examples-en.srt (13.8 KB)
• 022 Naive Bayes Classifier and its Examples.mp4 (126.5 MB)
• 023 Confusion Matrix-en.srt (4.9 KB)
• 023 Confusion Matrix.mp4 (52.3 MB)
• 024 Example os Confusion Matrix-en.srt (6.8 KB)
• 024 Example os Confusion Matrix.mp4 (45.5 MB)
• 025 Support Vector Machines Classifier(SVM)-en.srt (6.3 KB)
• 025 Support Vector Machines Classifier(SVM).mp4 (45.0 MB)
• 026 SVM Classifier Examples-en.srt (8.8 KB)
• 026 SVM Classifier Examples.mp4 (79.0 MB)
10 Heuristic Search
• 032 What is Heuristic Search-en.srt (8.2 KB)
• 032 What is Heuristic Search.mp4 (93.5 MB)
• 033 Local Search Technique-en.srt (12.4 KB)
• 033 Local Search Technique.mp4 (132.0 MB)
• 034 Constraint Satisfaction Problem-en.srt (11.3 KB)
• 034 Constraint Satisfaction Problem.mp4 (105.0 MB)
• 035 Region Coloring Problem-en.srt (6.2 KB)
• 035 Region Coloring Problem.mp4 (53.0 MB)
• 036 Building Maze-en.srt (8.9 KB)
• 036 Building Maze.mp4 (77.3 MB)
• 037 Puzzle Solver-en.srt (11.3 KB)
• 037 Puzzle Solver.mp4 (105.1 MB)
11 Natural Language Processing
• 038 Natural Language Processing-en.srt (8.3 KB)
• 038 Natural Language Processing.mp4 (70.6 MB)
• 039 Examine Text Using NLTK-en.srt (5.9 KB)
• 039 Examine Text Using NLTK.mp4 (60.3 MB)
• 040 Raw Text Accessing (Tokenization)-en.srt (14.6 KB)
• 040 Raw Text Accessing (Tokenization).mp4 (119.0 MB)
• 041 NLP Pipeline and Its Example-en.srt (8.3 KB)
• 041 NLP Pipeline and Its Example.mp4 (75.0 MB)
• 042 Regular Expression with NLTK-en.srt (6.0 KB)
• 042 Regular Expression with NLTK.mp4 (50.9 MB)
• 043 Stemming-en.srt (8.1 KB)
• 043 Stemming.mp4 (71.5 MB)
• 044 Lemmatization-en.srt (7.5 KB)
• 044 Lemmatization.mp4 (76.8 MB)
• 045 Segmentation-en.srt (8.0 KB)
• 045 Segmentation.mp4 (98.3 MB)
• 046 Segmentation Example-en.srt (3.7 KB)
• 046 Segmentation Example.mp4 (22.7 MB)
• 047 Segmentation Example Continues-en.srt (5.5 KB)
• 047 Segmentation Example Continues.mp4 (27.0 MB)
• 048 Information Extraction-en.srt (12.2 KB)
• 048 Information Extraction.mp4 (50.6 MB)