| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/01 Introduction to Unsupervised Learning/001 Introduction and Outline.mp4 |
4.1 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/01 Introduction to Unsupervised Learning/002 What is unsupervised learning used for.mp4 |
7.6 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/01 Introduction to Unsupervised Learning/003 Why Use Clustering.mp4 |
6.6 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/01 Introduction to Unsupervised Learning/004 How to Succeed in this Course.mp4 |
8.8 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/005 Visual Walkthrough of the K-Means Clustering Algorithm.mp4 |
4.9 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/006 Soft K-Means.mp4 |
4.1 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/007 The K-Means Objective Function.mp4 |
3 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/008 Soft K-Means in Python Code.mp4 |
30.2 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/009 Visualizing Each Step of K-Means.mp4 |
5.2 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/010 Examples of where K-Means can fail.mp4 |
17 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/011 Disadvantages of K-Means Clustering.mp4 |
3.9 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/012 How to Evaluate a Clustering Purity Davies-Bouldin Index.mp4 |
11.4 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/013 Using K-Means on Real Data MNIST.mp4 |
10.7 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/014 One Way to Choose K.mp4 |
9.1 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/02 K-Means Clustering/015 K-Means Application Finding Clusters of Related Words.mp4 |
26 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/03 Hierarchical Clustering/016 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 |
4.4 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/03 Hierarchical Clustering/017 Agglomerative Clustering Options.mp4 |
6.2 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/03 Hierarchical Clustering/018 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 |
11.8 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/019 Description of the Gaussian Mixture Model and How to Train a GMM.mp4 |
5.2 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/020 Comparison between GMM and K-Means.mp4 |
3 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/021 Write a Gaussian Mixture Model in Python Code.mp4 |
30.1 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/022 Practical Issues with GMM Singular Covariance.mp4 |
5 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/023 Kernel Density Estimation.mp4 |
3.7 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/024 Expectation-Maximization.mp4 |
3.5 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/04 Gaussian Mixture Models GMMs/025 Future Unsupervised Learning Algorithms You Will Learn.mp4 |
2 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/05 Appendix/026 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 |
43.9 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/05 Appendix/027 How to Code by Yourself part 1.mp4 |
24.5 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/05 Appendix/028 How to Code by Yourself part 2.mp4 |
14.8 MB |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/[FreeTutorials.Us].txt |
75 B |
| [FreeTutorials.Us] cluster-analysis-unsupervised-machine-learning-python/Freetutorials.Us.url |
119 B |
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