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Master Clustering Analysis for Data Science using Python [UdemyLibrary com]
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Torrent Files List
1. Introduction to the Course (Size: 1.65 GB) (Files: 71)
1. Introduction to the Course
1. Introduction.mp4
1. Introduction.srt
2. KMeans Clustering
5. KMeans in Python (Part 1).mp4
8. KMeans Limitations - (Part-2-Clusters with non spherical shapes).mp4
7. KMeans Limitations - (Part 1-Clusters with different sizes).mp4
4. Choosing the right number of clusters.mp4
6. KMeans in Python (Part 2).mp4
2. KMeans intuition.mp4
9. KMeans Limitations - (Part 3-Clusters with varying densities).mp4
3. Tell us about the course.mp4
1.1 Code and Data.zip
5. KMeans in Python (Part 1).srt
4. Choosing the right number of clusters.srt
2. KMeans intuition.srt
8. KMeans Limitations - (Part-2-Clusters with non spherical shapes).srt
7. KMeans Limitations - (Part 1-Clusters with different sizes).srt
6. KMeans in Python (Part 2).srt
9. KMeans Limitations - (Part 3-Clusters with varying densities).srt
3. Tell us about the course.srt
1. Code and Data.html
3. Mean Shift Clustering
5. Mean Shift Performance in Cases where Kmean Fails (Part 2).mp4
4. Mean Shift Performance in Cases where Kmean Fails (Part 1).mp4
3. Mean Shift in Python.mp4
2. Intuition of Mean Shift.mp4
1.1 Code and Data.zip
5. Mean Shift Performance in Cases where Kmean Fails (Part 2).srt
2. Intuition of Mean Shift.srt
3. Mean Shift in Python.srt
4. Mean Shift Performance in Cases where Kmean Fails (Part 1).srt
1. Code and Data.html
4. DBSCAN Clustering
5. DBSCAN on clusters with different shapes and densities.mp4
3. DBSCAN in python.mp4
4. DBSCAN on clusters with varying sizes.mp4
2. Intuition of DBSCAN.mp4
1.1 Code and Data.zip
3. DBSCAN in python.srt
5. DBSCAN on clusters with different shapes and densities.srt
2. Intuition of DBSCAN.srt
4. DBSCAN on clusters with varying sizes.srt
1. Code and Data.html
5. Hierarchical Clustering
4. Hierachical Clustering in python.mp4
3. Hierarchical Clustering Intuition (Part 2).mp4
2. Hierarchical Clustering Intuition (Part 1).mp4
1.1 Code and Data.zip
3. Hierarchical Clustering Intuition (Part 2).srt
4. Hierachical Clustering in python.srt
2. Hierarchical Clustering Intuition (Part 1).srt
1. Code and Data.html
6. HDBSCAN Clustering
5. HDBSCAN for handling noise.mp4
2. Intuition of HDBSCAN.mp4
3. HDBSCAN in Python.mp4
4. HDBSCAN clustering on different sizes, shapes and densities.mp4
1.1 Code and Data.zip
2. Intuition of HDBSCAN.srt
5. HDBSCAN for handling noise.srt
3. HDBSCAN in Python.srt
4. HDBSCAN clustering on different sizes, shapes and densities.srt
1. Code and Data.html
7. Applications of Clustering
6. Classification using clustering.mp4
3. Image Compression (Part 2).mp4
4. Clustering Sentences (Part 1).mp4
2. Image Compression (Part 1).mp4
5. Clustering Sentences (Part 2).mp4
1.1 Code and Data.zip
6. Classification using clustering.srt
2. Image Compression (Part 1).srt
4. Clustering Sentences (Part 1).srt
3. Image Compression (Part 2).srt
5. Clustering Sentences (Part 2).srt
1. Code and Data.html
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