Udemy - Master Clustering Analysis for Data Science using Python
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xx Udemy - Master Clustering Analysis for Data Science using Python Learn to implement clustering algorithms using Python with practical examples and datasets Source: Nouman Azam via Udemy Release date: Last updated 8/2020 Video: h264, 1280×720 Audio: AAC, 44.1 KHz, 2 Ch Language: English + .srt Size: 1.3 GB Duration: 5h 22m covers, more info and reviews in suggested reading order: https://udemylibrary.com/master-clustering-analysis-for-data-science-using-python/ xx
| 1. Introduction to the Course/1. Introduction.mp4 | 16.33 MiB |
| 1. Introduction to the Course/1. Introduction.srt | 5.49 KiB |
| 2. KMeans Clustering/5. KMeans in Python (Part 1).mp4 | 86.79 MiB |
| 2. KMeans Clustering/8. KMeans Limitations - (Part-2-Clusters with non spherical shapes).mp4 | 74.25 MiB |
| 2. KMeans Clustering/7. KMeans Limitations - (Part 1-Clusters with different sizes).mp4 | 66.81 MiB |
| 2. KMeans Clustering/4. Choosing the right number of clusters.mp4 | 59.59 MiB |
| 2. KMeans Clustering/6. KMeans in Python (Part 2).mp4 | 50.01 MiB |
| 2. KMeans Clustering/2. KMeans intuition.mp4 | 32.52 MiB |
| 2. KMeans Clustering/9. KMeans Limitations - (Part 3-Clusters with varying densities).mp4 | 32.26 MiB |
| 2. KMeans Clustering/3. Tell us about the course.mp4 | 12.45 MiB |
| 2. KMeans Clustering/1.1 Code and Data.zip | 175.9 KiB |
| 2. KMeans Clustering/5. KMeans in Python (Part 1).srt | 22.91 KiB |
| 2. KMeans Clustering/4. Choosing the right number of clusters.srt | 19.43 KiB |
| 2. KMeans Clustering/2. KMeans intuition.srt | 15.65 KiB |
| 2. KMeans Clustering/8. KMeans Limitations - (Part-2-Clusters with non spherical shapes).srt | 13.42 KiB |
| 2. KMeans Clustering/7. KMeans Limitations - (Part 1-Clusters with different sizes).srt | 12.76 KiB |
| 2. KMeans Clustering/6. KMeans in Python (Part 2).srt | 12.08 KiB |
| 2. KMeans Clustering/9. KMeans Limitations - (Part 3-Clusters with varying densities).srt | 6.64 KiB |
| 2. KMeans Clustering/3. Tell us about the course.srt | 3.63 KiB |
| 2. KMeans Clustering/1. Code and Data.html | 121 B |
| 3. Mean Shift Clustering/5. Mean Shift Performance in Cases where Kmean Fails (Part 2).mp4 | 89.68 MiB |
| 3. Mean Shift Clustering/4. Mean Shift Performance in Cases where Kmean Fails (Part 1).mp4 | 67.12 MiB |
| 3. Mean Shift Clustering/3. Mean Shift in Python.mp4 | 62.65 MiB |
| 3. Mean Shift Clustering/2. Intuition of Mean Shift.mp4 | 24.45 MiB |
| 3. Mean Shift Clustering/1.1 Code and Data.zip | 176.13 KiB |
| 3. Mean Shift Clustering/5. Mean Shift Performance in Cases where Kmean Fails (Part 2).srt | 14.98 KiB |
| 3. Mean Shift Clustering/2. Intuition of Mean Shift.srt | 11.89 KiB |
| 3. Mean Shift Clustering/3. Mean Shift in Python.srt | 11.43 KiB |
| 3. Mean Shift Clustering/4. Mean Shift Performance in Cases where Kmean Fails (Part 1).srt | 11.18 KiB |
| 3. Mean Shift Clustering/1. Code and Data.html | 121 B |
| 4. DBSCAN Clustering/5. DBSCAN on clusters with different shapes and densities.mp4 | 79.7 MiB |
| 4. DBSCAN Clustering/3. DBSCAN in python.mp4 | 78.15 MiB |
| 4. DBSCAN Clustering/4. DBSCAN on clusters with varying sizes.mp4 | 43.01 MiB |
| 4. DBSCAN Clustering/2. Intuition of DBSCAN.mp4 | 30.56 MiB |
| 4. DBSCAN Clustering/1.1 Code and Data.zip | 553.23 KiB |
| 4. DBSCAN Clustering/3. DBSCAN in python.srt | 15.76 KiB |
| 4. DBSCAN Clustering/5. DBSCAN on clusters with different shapes and densities.srt | 14.37 KiB |
| 4. DBSCAN Clustering/2. Intuition of DBSCAN.srt | 11.62 KiB |
| 4. DBSCAN Clustering/4. DBSCAN on clusters with varying sizes.srt | 7.85 KiB |
| 4. DBSCAN Clustering/1. Code and Data.html | 121 B |
| 5. Hierarchical Clustering/4. Hierachical Clustering in python.mp4 | 63.16 MiB |
| 5. Hierarchical Clustering/3. Hierarchical Clustering Intuition (Part 2).mp4 | 52.14 MiB |
| 5. Hierarchical Clustering/2. Hierarchical Clustering Intuition (Part 1).mp4 | 37.19 MiB |
| 5. Hierarchical Clustering/1.1 Code and Data.zip | 47.7 KiB |
| 5. Hierarchical Clustering/3. Hierarchical Clustering Intuition (Part 2).srt | 20.65 KiB |
| 5. Hierarchical Clustering/4. Hierachical Clustering in python.srt | 14.02 KiB |
| 5. Hierarchical Clustering/2. Hierarchical Clustering Intuition (Part 1).srt | 13.21 KiB |
| 5. Hierarchical Clustering/1. Code and Data.html | 121 B |
| 6. HDBSCAN Clustering/5. HDBSCAN for handling noise.mp4 | 92.74 MiB |
| 6. HDBSCAN Clustering/2. Intuition of HDBSCAN.mp4 | 63.12 MiB |
| 6. HDBSCAN Clustering/3. HDBSCAN in Python.mp4 | 56.8 MiB |
| 6. HDBSCAN Clustering/4. HDBSCAN clustering on different sizes, shapes and densities.mp4 | 43.34 MiB |
| 6. HDBSCAN Clustering/1.1 Code and Data.zip | 553.06 KiB |
| 6. HDBSCAN Clustering/2. Intuition of HDBSCAN.srt | 24.38 KiB |
| 6. HDBSCAN Clustering/5. HDBSCAN for handling noise.srt | 17.38 KiB |
| 6. HDBSCAN Clustering/3. HDBSCAN in Python.srt | 11.75 KiB |
| 6. HDBSCAN Clustering/4. HDBSCAN clustering on different sizes, shapes and densities.srt | 8.57 KiB |
| 6. HDBSCAN Clustering/1. Code and Data.html | 121 B |
| 7. Applications of Clustering/6. Classification using clustering.mp4 | 131.87 MiB |
| 7. Applications of Clustering/3. Image Compression (Part 2).mp4 | 77.43 MiB |
| 7. Applications of Clustering/4. Clustering Sentences (Part 1).mp4 | 56.99 MiB |
| 7. Applications of Clustering/2. Image Compression (Part 1).mp4 | 53.96 MiB |
| 7. Applications of Clustering/5. Clustering Sentences (Part 2).mp4 | 51.63 MiB |
| 7. Applications of Clustering/1.1 Code and Data.zip | 251.4 KiB |
| 7. Applications of Clustering/6. Classification using clustering.srt | 30.68 KiB |
| 7. Applications of Clustering/2. Image Compression (Part 1).srt | 14.84 KiB |
| 7. Applications of Clustering/4. Clustering Sentences (Part 1).srt | 13.78 KiB |
| 7. Applications of Clustering/3. Image Compression (Part 2).srt | 13.58 KiB |
| 7. Applications of Clustering/5. Clustering Sentences (Part 2).srt | 11.16 KiB |
| 7. Applications of Clustering/1. Code and Data.html | 121 B |
| [UdemyLibrary.com] Join for free courses and tutorials.txt | 246 B |
