Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)
File List
| File | Size |
|---|---|
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/001 Introduction.mp4 | 45.64 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/001 Introduction.srt | 6.89 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/002 Course Outline.mp4 | 8.7 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/002 Course Outline.srt | 6 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/003 What is unsupervised learning used for.mp4 | 29.06 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/003 What is unsupervised learning used for.srt | 7.19 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/004 Why Use Clustering.mp4 | 54.84 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/004 Why Use Clustering.srt | 12.15 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/005 Github-Link.url | 83 B |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/005 Where to get the code.mp4 | 9.36 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/005 Where to get the code.srt | 6.26 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/006 How to Succeed in this Course.mp4 | 16.23 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/006 How to Succeed in this Course.srt | 4.43 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/01 - Introduction to Unsupervised Learning/external-links.txt | 80 B |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/001 An Easy Introduction to K-Means Clustering.mp4 | 16.18 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/001 An Easy Introduction to K-Means Clustering.srt | 9.44 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/002 Hard K-Means Exercise Prompt 1.mp4 | 23.93 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/002 Hard K-Means Exercise Prompt 1.srt | 11.53 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/003 Hard K-Means Exercise 1 Solution.mp4 | 30.52 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/003 Hard K-Means Exercise 1 Solution.srt | 13.82 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/004 Hard K-Means Exercise Prompt 2.mp4 | 9.33 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/004 Hard K-Means Exercise Prompt 2.srt | 6.13 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/005 Hard K-Means Exercise 2 Solution.mp4 | 15.09 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/005 Hard K-Means Exercise 2 Solution.srt | 8.44 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/006 Hard K-Means Exercise Prompt 3.mp4 | 15.6 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/006 Hard K-Means Exercise Prompt 3.srt | 8.71 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/007 Hard K-Means Exercise 3 Solution.mp4 | 53.66 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/007 Hard K-Means Exercise 3 Solution.srt | 20.51 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/008 Hard K-Means Objective Theory.mp4 | 26.07 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/008 Hard K-Means Objective Theory.srt | 16.95 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/009 Hard K-Means Objective Code.mp4 | 20.78 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/009 Hard K-Means Objective Code.srt | 5.99 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/010 Soft K-Means.mp4 | 10.03 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/010 Soft K-Means.srt | 6.95 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/011 The Soft K-Means Objective Function.mp4 | 3.17 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/011 The Soft K-Means Objective Function.srt | 1.99 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/012 Soft K-Means in Python Code.mp4 | 35.45 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/012 Soft K-Means in Python Code.srt | 7.49 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/013 How to Pace Yourself.mp4 | 7.88 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/013 How to Pace Yourself.srt | 4.71 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/014 Visualizing Each Step of K-Means.mp4 | 9.04 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/014 Visualizing Each Step of K-Means.srt | 2.57 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/015 Examples of where K-Means can fail.mp4 | 24.61 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/015 Examples of where K-Means can fail.srt | 5.2 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/016 Disadvantages of K-Means Clustering.mp4 | 4.5 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/016 Disadvantages of K-Means Clustering.srt | 3.17 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/017 How to Evaluate a Clustering (Purity, Davies-Bouldin Index).mp4 | 25.82 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/017 How to Evaluate a Clustering (Purity, Davies-Bouldin Index).srt | 8.68 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/018 Using K-Means on Real Data MNIST.mp4 | 18.31 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/018 Using K-Means on Real Data MNIST.srt | 6.72 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/019 One Way to Choose K.mp4 | 9.65 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/019 One Way to Choose K.srt | 5.08 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/020 K-Means Application Finding Clusters of Related Words.mp4 | 63.95 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/020 K-Means Application Finding Clusters of Related Words.srt | 8.39 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/021 Clustering for NLP and Computer Vision Real-World Applications.mp4 | 15.19 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/021 Clustering for NLP and Computer Vision Real-World Applications.srt | 9.14 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/022 Suggestion Box.mp4 | 27.12 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/02 - K-Means Clustering/022 Suggestion Box.srt | 4.75 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/001 Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 | 3.85 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/001 Visual Walkthrough of Agglomerative Hierarchical Clustering.srt | 3.38 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/002 Agglomerative Clustering Options.mp4 | 5.48 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/002 Agglomerative Clustering Options.srt | 5.23 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/003 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 | 10.16 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/003 Using Hierarchical Clustering in Python and Interpreting the Dendrogram.srt | 4.21 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/004 Application Evolution.mp4 | 41.17 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/004 Application Evolution.srt | 16.22 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/005 Application Donald Trump vs. Hillary Clinton Tweets.mp4 | 40.72 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/03 - Hierarchical Clustering/005 Application Donald Trump vs. Hillary Clinton Tweets.srt | 19.41 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/001 Gaussian Mixture Model (GMM) Algorithm.mp4 | 27.64 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/001 Gaussian Mixture Model (GMM) Algorithm.srt | 20.16 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/002 Write a Gaussian Mixture Model in Python Code.mp4 | 107.22 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/002 Write a Gaussian Mixture Model in Python Code.srt | 24.9 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/003 Practical Issues with GMM Singular Covariance.mp4 | 18.63 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/003 Practical Issues with GMM Singular Covariance.srt | 12.12 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/004 Comparison between GMM and K-Means.mp4 | 8.01 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/004 Comparison between GMM and K-Means.srt | 4.99 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/005 Kernel Density Estimation.mp4 | 12.66 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/005 Kernel Density Estimation.srt | 8.41 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/006 GMM vs Bayes Classifier (pt 1).mp4 | 17.28 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/006 GMM vs Bayes Classifier (pt 1).srt | 12.5 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/007 GMM vs Bayes Classifier (pt 2).mp4 | 18.82 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/007 GMM vs Bayes Classifier (pt 2).srt | 14.64 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/008 Expectation-Maximization (pt 1).mp4 | 20.77 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/008 Expectation-Maximization (pt 1).srt | 14.92 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/009 Expectation-Maximization (pt 2).mp4 | 4.36 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/009 Expectation-Maximization (pt 2).srt | 2.62 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/010 Expectation-Maximization (pt 3).mp4 | 13.08 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/010 Expectation-Maximization (pt 3).srt | 10.06 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/011 Future Unsupervised Learning Algorithms You Will Learn.mp4 | 2.19 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/04 - Gaussian Mixture Models (GMMs)/011 Future Unsupervised Learning Algorithms You Will Learn.srt | 1.35 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/05 - Setting Up Your Environment (FAQ by Student Request)/001 Pre-Installation Check.mp4 | 8.92 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/05 - Setting Up Your Environment (FAQ by Student Request)/001 Pre-Installation Check.srt | 6.6 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/05 - Setting Up Your Environment (FAQ by Student Request)/002 Anaconda Environment Setup.mp4 | 167.96 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/05 - Setting Up Your Environment (FAQ by Student Request)/002 Anaconda Environment Setup.srt | 20.1 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/05 - Setting Up Your Environment (FAQ by Student Request)/003 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 | 74.68 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/05 - Setting Up Your Environment (FAQ by Student Request)/003 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt | 14.48 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/06 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/001 How to Code by Yourself (part 1).mp4 | 56.12 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/06 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/001 How to Code by Yourself (part 1).srt | 22.76 KB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/06 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/002 How to Code by Yourself (part 2).mp4 | 20.87 MB |
| Udemy - Cluster Analysis and Unsupervised Machine Learning in Python (11.2023)/06 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/002 How to Code by Yourself (part 2).srt | 13.26 KB |
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