Udemy - Master Clustering Analysis using Python 2022

Files:

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• 001 Introduction to Clustering.mp4 (57.8 MB)
• 001 Introduction to Clustering_en.srt (3.1 KB)
• 002 Types of Clustering.mp4 (65.2 MB)
• 002 Types of Clustering_en.srt (3.8 KB)
• 003 Applications of Clustering.mp4 (56.0 MB)
• 003 Applications of Clustering_en.srt (3.3 KB)
• 004 Using the Elbow Method for Choosing the Best Value for K.mp4 (67.1 MB)
• 004 Using the Elbow Method for Choosing the Best Value for K_en.srt (3.7 KB)
• 005 Introduction to K Means Clustering.mp4 (49.2 MB)
• 005 Introduction to K Means Clustering_en.srt (3.8 KB)
• 006 Solving a Real World Problem.mp4 (71.0 MB)
• 006 Solving a Real World Problem_en.srt (5.0 KB)
• 007 Implementing K Means on the Mall Dataset.mp4 (71.6 MB)
• 007 Implementing K Means on the Mall Dataset_en.srt (6.3 KB)
• 008 Using Silhouette Score to analyze the clusters.mp4 (96.3 MB)
• 008 Using Silhouette Score to analyze the clusters_en.srt (7.0 KB)
• 009 Clustering Multiple Dimensions.mp4 (50.0 MB)
• 009 Clustering Multiple Dimensions_en.srt (4.1 KB)
• 010 Introduction to Hierarchical Clustering.mp4 (88.3 MB)
• 010 Introduction to Hierarchical Clustering_en.srt (4.8 KB)
• 011 Introduction to Dendrograms.mp4 (41.9 MB)
• 011 Introduction to Dendrograms_en.srt (3.9 KB)
• 012 Implementing Hierarchical Clustering.mp4 (52.4 MB)
• 012 Implementing Hierarchical Clustering_en.srt (3.6 KB)
• 013 Introduction to DBSCAN Clustering.mp4 (75.6 MB)
• 013 Introduction to DBSCAN Clustering_en.srt (4.6 KB)
• 014 Implementing DBSCAN Clustering.mp4 (47.8 MB)
• 014 Implementing DBSCAN Clustering_en.srt (3.6 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Introduction to BIRCH Clustering.mp4 (75.0 MB)
• 001 Introduction to BIRCH Clustering_en.srt (4.5 KB)
• 002 Implementing BIRCH Clustering.mp4 (28.6 MB)
• 002 Implementing BIRCH Clustering_en.srt (2.7 KB)
• 003 Introduction to CURE Clustering.mp4 (74.1 MB)
• 003 Introduction to CURE Clustering_en.srt (4.3 KB)
• 004 Implementing CURE Clustering.mp4 (55.2 MB)
• 004 Implementing CURE Clustering_en.srt (4.3 KB)
• 005 Introduction to Mini-Batch K-Means Clustering.mp4 (68.4 MB)
• 005 Introduction to Mini-Batch K-Means Clustering_en.srt (3.7 KB)
• 006 Implementing Mini-Batch K-Means Clustering.mp4 (61.3 MB)
• 006 Implementing Mini-Batch K-Means Clustering_en.srt (5.0 KB)
• 007 Introduction to Mean Shift Clustering.mp4 (71.6 MB)
• 007 Introduction to Mean Shift Clustering_en.srt (3.9 KB)
• 008 Introduction to Mean Shift Clustering part 2.mp4 (72.0 MB)
• 008 Introduction to Mean Shift Clustering part 2_en.srt (4.1 KB)
• 009 Implementing Mean Shift Clustering.mp4 (35.0 MB)
• 009 Implementing Mean Shift Clustering_en.srt (3.4 KB)
• 010 Introduction to OPTICS Clustering.mp4 (73.6 MB)
• 010 Introduction to OPTICS Clustering_en.srt (4.1 KB)
• 011 OPTICS Clustering VS DBSCAN Clustering.mp4 (56.6 MB)
• 011 OPTICS Clustering VS DBSCAN Clustering_en.srt (3.1 KB)
• 012 Implementing OPTICS Clustering.mp4 (40.2 MB)
• 012 Implementing OPTICS Clustering_en.srt (4.2 KB)
• 013 Introduction to Spectral Clustering.mp4 (60.1 MB)
• 013 Introduction to Spectral Clustering_en.srt (3.2 KB)
• 014 Introduction to Spectral Clustering part 2.mp4 (110.8 MB)
• 014 Introduction to Spectral Clustering part 2_en.srt (6.2 KB)
• 015 Implementing Spectral Clustering.mp4 (31.4 MB)
• 015 Implementing Spectral Clustering_en.srt (2.9 KB)
• 016 Introduction to Gaussian Mixture Clustering.mp4 (61.9 MB)
• 016 Introduction to Gaussian Mixture Clustering_en.srt (3.7 KB)
• 017 Gaussian Mixture Clustering VS K-Means Clustering.mp4 (54.3 MB)
• 017 Gaussian Mixture Clustering VS K-Means Clustering_en.srt (3.1 KB)
• 018 Implementing Gaussian Mixture Clustering.mp4 (54.2 MB)
• 018 Implementing Gaussian Mixture Clustering_en.srt (4.3 KB)
• 019 Introduction to Kernel Density Estimation.mp4 (42.2 MB)
• 019 Introduction to Kernel Density Estimation_en.srt (2.4 KB)
• 020 Implementing Kernel Density Estimation.mp4 (57.3 MB)
• 020 Implementing Kernel Density Estimation_en.srt (6.4 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Setting up the Environment.mp4 (46.4 MB)
• 001 Setting up the Environment_en.srt (3.3 KB)
• 002 Understanding the Dataset.mp4 (55.1 MB)
• 002 Understanding the Dataset_en.srt (3.2 KB)
• 003 Understanding the Problem Statement.mp4 (35.4 MB)
• 003 Understanding the Problem Statement_en.srt (1.9 KB)
• 004 Performing Descriptive Statistics.mp4 (73.4 MB)
• 004 Performing Descriptive Statistics_en.srt (6.3 KB)
• 005 Analyzing Agricultural Conditions.mp4 (39.1 MB)
• 005 Analyzing Agricultural Conditions_en.srt (2.9 KB)
• 006 Clustering Similar Crops.mp4 (63.7 MB)
• 006 Clustering Similar Crops_en.srt (4.3 KB)
• 007 Visualizing the Hidden Patterns.mp4 (27.8 MB)
• 007 Visualizing the Hidden Patterns_en.srt (2.5 KB)
• 008 Predictive Modelling.mp4 (40.4 MB)
• 008 Predictive Modelling_en.srt (3.3 KB)
• 009 Real Time Predictions.mp4 (27.7 MB)
• 009 Real Time Predictions_en.srt (2.2 KB)
• 010 Summarizing the Key-Points.mp4 (40.5 MB)
• 010 Summarizing the Key-Points_en.srt (2.3 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Understanding the Problem Statement.mp4 (53.5 MB)
• 001 Understanding the Problem Statement_en.srt (3.0 KB)
• 002 Setting up Environment.mp4 (28.8 MB)
• 002 Setting up Environment_en.srt (2.3 KB)
• 003 Data Analysis and Visualization.mp4 (77.7 MB)
• 003 Data Analysis and Visualization_en.srt (17.1 KB)
• 004 KMeans Clustering Analysis.mp4 (61.8 MB)
• 004 KMeans Clustering Analysis_en.srt (9.4 KB)
• 005 Applying Hierarchical Clustering.mp4 (40.8 MB)
• 005 Applying Hierarchical Clustering_en.srt (1.9 KB)
• 006 Using Silhouette Score as Evaluation Metric.mp4 (36.7 MB)
• 006 Using Silhouette Score as Evaluation Metric_en.srt (1.9 KB)
• 007 Three Dimensional Clustering.html (2.0 KB)
• 008 Major Learnings from the projects.mp4 (40.8 MB)
• 008 Major Learnings from the projects_en.srt (1.9 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Conclusion.mp4 (46.3 MB)
• 001 Conclusion_en.srt (2.9 KB)
• 002 How to Get Your Certificate of Completion.html (0.5 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 001 Bonus.html (4.7 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)