Cluster Analysis and Unsupervised Machine Learning in Python
File List
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/5. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 186.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/2. Write a Gaussian Mixture Model in Python Code.mp4 137.5 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/7. Hard K-Means Exercise 3 Solution.mp4 91.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4 78.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/6. Anyone Can Succeed in this Course.mp4 78.1 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/1. Gaussian Mixture Model (GMM) Algorithm.mp4 65.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/3. Hard K-Means Exercise 1 Solution.mp4 55.4 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/4. Why Use Clustering.mp4 54.9 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/8. Hard K-Means Objective Theory.mp4 51.9 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/2. Hard K-Means Exercise Prompt 1.mp4 50.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/8. Expectation-Maximization (pt 1).mp4 49.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/1. Introduction.mp4 45.6 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/7. GMM vs Bayes Classifier (pt 2).mp4 45.2 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/5. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.9 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/3. Practical Issues with GMM Singular Covariance.mp4 43.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/21. Clustering for NLP and Computer Vision Real-World Applications.mp4 42.4 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/6. Hard K-Means Exercise Prompt 3.mp4 41.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/6. GMM vs Bayes Classifier (pt 1).mp4 41.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 39.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/8. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.mp4 37.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 37.6 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/5. Application Donald Trump vs. Hillary Clinton Tweets.mp4 35.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/5. Hard K-Means Exercise 2 Solution.mp4 33.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/10. Expectation-Maximization (pt 3).mp4 31.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/12. Soft K-Means in Python Code.mp4 30.2 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/5. Kernel Density Estimation.mp4 29.9 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 29.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/3. What is unsupervised learning used for.mp4 29.1 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/9. Hard K-Means Objective Code.mp4 27.7 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/4. Application Evolution.mp4 26.4 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/20. K-Means Application Finding Clusters of Related Words.mp4 26.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/10. Soft K-Means.mp4 25.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4 24.5 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/5. Where to get the code.mp4 23.1 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/4. Hard K-Means Exercise Prompt 2.mp4 23.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/13. How to Pace Yourself.mp4 22.4 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/2. Course Outline.mp4 20.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/4. Comparison between GMM and K-Means.mp4 19.2 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4 18.3 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/15. Examples of where K-Means can fail.mp4 17.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/22. Suggestion Box.mp4 16.1 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4 14.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/1. An Easy Introduction to K-Means Clustering.mp4 12.5 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/3. Using Hierarchical Clustering in Python and Interpreting the Dendrogram.mp4 11.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/17. How to Evaluate a Clustering (Purity, Davies-Bouldin Index).mp4 11.4 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/9. Expectation-Maximization (pt 2).mp4 10.9 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/18. Using K-Means on Real Data MNIST.mp4 10.7 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/19. One Way to Choose K.mp4 9.1 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4 7.8 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/2. Agglomerative Clustering Options.mp4 6.2 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/8. Appendix FAQ Finale/1. What is the Appendix.mp4 5.5 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/14. Visualizing Each Step of K-Means.mp4 5.2 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/1. Visual Walkthrough of Agglomerative Hierarchical Clustering.mp4 4.4 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/16. Disadvantages of K-Means Clustering.mp4 3.9 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/11. The Soft K-Means Objective Function.mp4 3.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/11. Future Unsupervised Learning Algorithms You Will Learn.mp4 2.0 MB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt 31.8 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/2. Write a Gaussian Mixture Model in Python Code.srt 24.9 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt 23.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).srt 22.8 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/7. Hard K-Means Exercise 3 Solution.srt 20.5 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/1. Gaussian Mixture Model (GMM) Algorithm.srt 20.2 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/5. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.srt 20.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/5. Application Donald Trump vs. Hillary Clinton Tweets.srt 19.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/6. Anyone Can Succeed in this Course.srt 17.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/8. Hard K-Means Objective Theory.srt 16.9 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/4. Application Evolution.srt 16.2 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt 16.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/8. Expectation-Maximization (pt 1).srt 14.9 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/7. GMM vs Bayes Classifier (pt 2).srt 14.6 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/7. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt 14.5 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/5. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt 14.5 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.srt 14.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/3. Hard K-Means Exercise 1 Solution.srt 13.8 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).srt 13.3 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/6. GMM vs Bayes Classifier (pt 1).srt 12.5 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/4. Why Use Clustering.srt 12.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/3. Practical Issues with GMM Singular Covariance.srt 12.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/2. Hard K-Means Exercise Prompt 1.srt 11.5 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/10. Expectation-Maximization (pt 3).srt 10.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/1. An Easy Introduction to K-Means Clustering.srt 9.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/21. Clustering for NLP and Computer Vision Real-World Applications.srt 9.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/17. How to Evaluate a Clustering (Purity, Davies-Bouldin Index).srt 9.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/6. Hard K-Means Exercise Prompt 3.srt 8.7 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/5. Hard K-Means Exercise 2 Solution.srt 8.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/5. Kernel Density Estimation.srt 8.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/20. K-Means Application Finding Clusters of Related Words.srt 8.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/8. Appendix FAQ Finale/2. BONUS Where to get discount coupons and FREE deep learning material.srt 7.9 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/12. Soft K-Means in Python Code.srt 7.8 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/3. What is unsupervised learning used for.srt 7.2 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/18. Using K-Means on Real Data MNIST.srt 7.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/10. Soft K-Means.srt 7.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/1. Introduction.srt 6.9 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/5. Where to get the code.srt 6.3 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/4. Hard K-Means Exercise Prompt 2.srt 6.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/6. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.srt 6.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/1. Introduction to Unsupervised Learning/2. Course Outline.srt 6.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/9. Hard K-Means Objective Code.srt 6.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/2. Agglomerative Clustering Options.srt 5.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/15. Examples of where K-Means can fail.srt 5.2 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/19. One Way to Choose K.srt 5.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/4. Comparison between GMM and K-Means.srt 5.0 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/13. How to Pace Yourself.srt 4.7 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/22. Suggestion Box.srt 4.7 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/3. Using Hierarchical Clustering in Python and Interpreting the Dendrogram.srt 4.4 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/8. Appendix FAQ Finale/1. What is the Appendix.srt 3.7 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/3. Hierarchical Clustering/1. Visual Walkthrough of Agglomerative Hierarchical Clustering.srt 3.5 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/16. Disadvantages of K-Means Clustering.srt 3.3 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/14. Visualizing Each Step of K-Means.srt 2.7 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/9. Expectation-Maximization (pt 2).srt 2.6 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/2. K-Means Clustering/11. The Soft K-Means Objective Function.srt 2.1 KB
- [TutsNode.com] - Cluster Analysis and Unsupervised Machine Learning in Python/4. Gaussian Mixture Models (GMMs)/11. Future Unsupervised Learning Algorithms You Will Learn.srt 1.4 KB
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