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[FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python
magnet:?xt=urn:btih:cacc70f834d8e4ba97938e4495ef971193775988&dn=[FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python
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cacc70f834d8e4ba97938e4495ef971193775988
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28
文件数量
310.82 MB
文件大小
2019-12-1 13:03
创建日期
2024-6-21 16:32
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cluster-analysis-unsupervised-machine-learning-python
01 Introduction to Unsupervised Learning/001 Introduction and Outline.mp4 4.11 MB
01 Introduction to Unsupervised Learning/002 What is unsupervised learning used for.mp4 7.58 MB
01 Introduction to Unsupervised Learning/003 Why Use Clustering.mp4 6.64 MB
01 Introduction to Unsupervised Learning/004 How to Succeed in this Course.mp4 8.78 MB
02 K-Means Clustering/005 Visual Walkthrough of the K-Means Clustering Algorithm.mp4 4.87 MB
02 K-Means Clustering/006 Soft K-Means.mp4 4.15 MB
02 K-Means Clustering/007 The K-Means Objective Function.mp4 3.02 MB
02 K-Means Clustering/008 Soft K-Means in Python Code.mp4 30.21 MB
02 K-Means Clustering/009 Visualizing Each Step of K-Means.mp4 5.25 MB
02 K-Means Clustering/010 Examples of where K-Means can fail.mp4 17 MB
02 K-Means Clustering/011 Disadvantages of K-Means Clustering.mp4 3.87 MB
02 K-Means Clustering/012 How to Evaluate a Clustering Purity Davies-Bouldin Index.mp4 11.39 MB
02 K-Means Clustering/013 Using K-Means on Real Data MNIST.mp4 10.7 MB
02 K-Means Clustering/014 One Way to Choose K.mp4 9.07 MB
02 K-Means Clustering/015 K-Means Application Finding Clusters of Related Words.mp4 25.98 MB
03 Hierarchical Clustering/016 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 4.4 MB
03 Hierarchical Clustering/017 Agglomerative Clustering Options.mp4 6.22 MB
03 Hierarchical Clustering/018 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 11.85 MB
04 Gaussian Mixture Models GMMs/019 Description of the Gaussian Mixture Model and How to Train a GMM.mp4 5.23 MB
04 Gaussian Mixture Models GMMs/020 Comparison between GMM and K-Means.mp4 2.99 MB
04 Gaussian Mixture Models GMMs/021 Write a Gaussian Mixture Model in Python Code.mp4 30.12 MB
04 Gaussian Mixture Models GMMs/022 Practical Issues with GMM Singular Covariance.mp4 4.96 MB
04 Gaussian Mixture Models GMMs/023 Kernel Density Estimation.mp4 3.7 MB
04 Gaussian Mixture Models GMMs/024 Expectation-Maximization.mp4 3.5 MB
04 Gaussian Mixture Models GMMs/025 Future Unsupervised Learning Algorithms You Will Learn.mp4 1.95 MB
05 Appendix/026 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.92 MB
05 Appendix/027 How to Code by Yourself part 1.mp4 24.53 MB
05 Appendix/028 How to Code by Yourself part 2.mp4 14.8 MB
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