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| Archived
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Pluralsight Building Clustering Models with scikit-learn\01.Course Overview\0101.Course Overview.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0201.Module Overview.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0202.Prerequisites and Course Outline.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0203.Supervised and Unsupervised Learning.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0204.Clustering Objectives and Use Cases.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0205.K-means Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0206.Evaluating Clustering Models.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0207.Getting Started with scikit-learn Install and Setup.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0208.Performing K-means Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0209.Evaluating K-means Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0210.Exploring the Iris Dataset.mp4
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn\0211.Performing K-means Clustering and Evaluation.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0301.Module Overview.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0302.Categories of Clustering Algorithms.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0303.Setting up Helper Functions to Perform Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0304.Choosing Clustering Algorithms.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0305.Hierarchical Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0306.Agglomerative Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0307.DBSCAN Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0308.Mean-shift Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0309.BIRCH Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0310.Affinilty Propagation Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0311.Mini-batch K-means Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\03.Performing Clustering Using Multiple Techniques\0312.Spectral Clustering Using a Precomputed Matrix.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0401.Module Overview.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0402.Understanding the Silhouette Score.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0403.K-means Number of Clusters The Elbow Method.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0404.K-means Number of Clusters The Silhouette Method.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0405.Seeds and Distance Measures.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0406.Hyperparameter Tuning K-means Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0407.Hyperparameter Tuning DBSCAN Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\04.Hyperparameter Tuning for Clustering Models\0408.Hyperparameter Tuning Mean-shift Clustering.mp4
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Pluralsight Building Clustering Models with scikit-learn\05.Applying Clustering to Image Data\0501.Module Overview.mp4
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Pluralsight Building Clustering Models with scikit-learn\05.Applying Clustering to Image Data\0502.Images as Matrices.mp4
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Pluralsight Building Clustering Models with scikit-learn\05.Applying Clustering to Image Data\0503.Exploring the MNIST Handwritten Digits Dataset.mp4
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Pluralsight Building Clustering Models with scikit-learn\05.Applying Clustering to Image Data\0504.Clustering Image Data.mp4
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Pluralsight Building Clustering Models with scikit-learn\05.Applying Clustering to Image Data\0505.Summary and Further Study.mp4
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Pluralsight Building Clustering Models with scikit-learn\Exercise Files\building-clustering-models-scikit-learn.zip |
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Pluralsight Building Clustering Models with scikit-learn\01.Course Overview |
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Pluralsight Building Clustering Models with scikit-learn\02.Building a Simple Clustering Model in scikit-learn |
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