[FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python

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[FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python

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种子哈希：cacc70f834d8e4ba97938e4495ef971193775988
文件大小：310.82M
已经下载：961次
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收录时间：2017-08-18
最近下载：2024-11-14

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文件列表

  • 01 Introduction to Unsupervised Learning/001 Introduction and Outline.mp4 4.3 MB
  • 01 Introduction to Unsupervised Learning/002 What is unsupervised learning used for.mp4 7.9 MB
  • 01 Introduction to Unsupervised Learning/003 Why Use Clustering.mp4 7.0 MB
  • 01 Introduction to Unsupervised Learning/004 How to Succeed in this Course.mp4 9.2 MB
  • 02 K-Means Clustering/005 Visual Walkthrough of the K-Means Clustering Algorithm.mp4 5.1 MB
  • 02 K-Means Clustering/006 Soft K-Means.mp4 4.4 MB
  • 02 K-Means Clustering/007 The K-Means Objective Function.mp4 3.2 MB
  • 02 K-Means Clustering/008 Soft K-Means in Python Code.mp4 31.7 MB
  • 02 K-Means Clustering/009 Visualizing Each Step of K-Means.mp4 5.5 MB
  • 02 K-Means Clustering/010 Examples of where K-Means can fail.mp4 17.8 MB
  • 02 K-Means Clustering/011 Disadvantages of K-Means Clustering.mp4 4.1 MB
  • 02 K-Means Clustering/012 How to Evaluate a Clustering Purity Davies-Bouldin Index.mp4 11.9 MB
  • 02 K-Means Clustering/013 Using K-Means on Real Data MNIST.mp4 11.2 MB
  • 02 K-Means Clustering/014 One Way to Choose K.mp4 9.5 MB
  • 02 K-Means Clustering/015 K-Means Application Finding Clusters of Related Words.mp4 27.2 MB
  • 03 Hierarchical Clustering/016 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 4.6 MB
  • 03 Hierarchical Clustering/017 Agglomerative Clustering Options.mp4 6.5 MB
  • 03 Hierarchical Clustering/018 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 12.4 MB
  • 04 Gaussian Mixture Models GMMs/019 Description of the Gaussian Mixture Model and How to Train a GMM.mp4 5.5 MB
  • 04 Gaussian Mixture Models GMMs/020 Comparison between GMM and K-Means.mp4 3.1 MB
  • 04 Gaussian Mixture Models GMMs/021 Write a Gaussian Mixture Model in Python Code.mp4 31.6 MB
  • 04 Gaussian Mixture Models GMMs/022 Practical Issues with GMM Singular Covariance.mp4 5.2 MB
  • 04 Gaussian Mixture Models GMMs/023 Kernel Density Estimation.mp4 3.9 MB
  • 04 Gaussian Mixture Models GMMs/024 Expectation-Maximization.mp4 3.7 MB
  • 04 Gaussian Mixture Models GMMs/025 Future Unsupervised Learning Algorithms You Will Learn.mp4 2.0 MB
  • 05 Appendix/026 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 46.0 MB
  • 05 Appendix/027 How to Code by Yourself part 1.mp4 25.7 MB
  • 05 Appendix/028 How to Code by Yourself part 2.mp4 15.5 MB
  • [FreeTutorials.Us].txt 75 Bytes
  • Freetutorials.Us.url 119 Bytes

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