[FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python
| 文件类型 | 收录时间 | 最后活跃 | 资源热度 | 文件大小 | 文件数量 |
|---|---|---|---|---|---|
| 视频 | 2019-12-1 13:03 | 2024-12-27 17:36 | 219 | 310.82 MB | 28 |
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文件列表
- 01 Introduction to Unsupervised Learning/001 Introduction and Outline.mp44.11MB
- 01 Introduction to Unsupervised Learning/002 What is unsupervised learning used for.mp47.58MB
- 01 Introduction to Unsupervised Learning/003 Why Use Clustering.mp46.64MB
- 01 Introduction to Unsupervised Learning/004 How to Succeed in this Course.mp48.78MB
- 02 K-Means Clustering/005 Visual Walkthrough of the K-Means Clustering Algorithm.mp44.87MB
- 02 K-Means Clustering/006 Soft K-Means.mp44.15MB
- 02 K-Means Clustering/007 The K-Means Objective Function.mp43.02MB
- 02 K-Means Clustering/008 Soft K-Means in Python Code.mp430.21MB
- 02 K-Means Clustering/009 Visualizing Each Step of K-Means.mp45.25MB
- 02 K-Means Clustering/010 Examples of where K-Means can fail.mp417MB
- 02 K-Means Clustering/011 Disadvantages of K-Means Clustering.mp43.87MB
- 02 K-Means Clustering/012 How to Evaluate a Clustering Purity Davies-Bouldin Index.mp411.39MB
- 02 K-Means Clustering/013 Using K-Means on Real Data MNIST.mp410.7MB
- 02 K-Means Clustering/014 One Way to Choose K.mp49.07MB
- 02 K-Means Clustering/015 K-Means Application Finding Clusters of Related Words.mp425.98MB
- 03 Hierarchical Clustering/016 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp44.4MB
- 03 Hierarchical Clustering/017 Agglomerative Clustering Options.mp46.22MB
- 03 Hierarchical Clustering/018 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp411.85MB
- 04 Gaussian Mixture Models GMMs/019 Description of the Gaussian Mixture Model and How to Train a GMM.mp45.23MB
- 04 Gaussian Mixture Models GMMs/020 Comparison between GMM and K-Means.mp42.99MB
- 04 Gaussian Mixture Models GMMs/021 Write a Gaussian Mixture Model in Python Code.mp430.12MB
- 04 Gaussian Mixture Models GMMs/022 Practical Issues with GMM Singular Covariance.mp44.96MB
- 04 Gaussian Mixture Models GMMs/023 Kernel Density Estimation.mp43.7MB
- 04 Gaussian Mixture Models GMMs/024 Expectation-Maximization.mp43.5MB
- 04 Gaussian Mixture Models GMMs/025 Future Unsupervised Learning Algorithms You Will Learn.mp41.95MB
- 05 Appendix/026 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp443.92MB
- 05 Appendix/027 How to Code by Yourself part 1.mp424.53MB
- 05 Appendix/028 How to Code by Yourself part 2.mp414.8MB
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