Visualization Machine Learning in Python | 0A7366C81EA84E41A45CCAE6B07BF97EE222DAB2

Visualization Machine Learning in Python

Name	Visualization Machine Learning in Python	DOWNLOAD Copy Link
Total Size	4.4 GB
Total Files	125
Last Seen	2025-02-19 23:44
Hash	0A7366C81EA84E41A45CCAE6B07BF97EE222DAB2

/.../2 - Principal Component Analysis PCA/
5 - Using PCA.mp4	484.0 MB
3 - Introduction-to-the-Dataset.ipynb	44.9 KB
4 - Initial Visualization.mp4	227.9 MB
4 - Initial-Visualization.ipynb	736.5 KB
5 - Using-PCA.pdf	398.3 KB
5 - PCA-in-Crabs-Dataset.ipynb	1.0 MB
3 - crabs.csv	6.1 KB
3 - Introduction to the Dataset.mp4	174.4 MB
6 - Principal-Component-Analysis-PCA.pdf	581.5 KB
4 - Initial-Visualization.pdf	249.8 KB
6 - Explanation of PCA.mp4	103.0 MB
2 - Introduction-to-PCA.pdf	199.1 KB
3 - Introduction-to-the-Dataset.pdf	172.0 KB
2 - Introduction to PCA.mp4	20.8 MB
/
TutsNode.net.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/.../4 - tStochastic Neighbor Embedding tSNE/
16 - Using-t-SNE-with-Scaled-Data.ipynb	405.0 KB
15 - tSNE on Raw Data.mp4	269.2 MB
16 - Using-t-SNE-on-Scaled-Data.pdf	185.2 KB
17 - Using-t-SNE-with-Standardized-Data.ipynb	597.6 KB
14 - crabs.csv	6.1 KB
14 - Introduction-to-the-Dataset.ipynb	11.3 KB
17 - Using-t-SNE-on-Standardized-Data.pdf	187.0 KB
12 - Introduction-to-t-SNE.pdf	383.7 KB
17 - tSNE on Standardized Data.mp4	153.7 MB
16 - tSNE on Scaled Data.mp4	152.4 MB
14 - Introduction to the Dataset.mp4	89.1 MB
12 - Introduction to tSNE.mp4	37.2 MB
15 - Using-t-SNE-with-Raw-Data.ipynb	197.4 KB
15 - Using-t-SNE-on-Raw-Data.pdf	186.4 KB
14 - Introduction-to-the-Dataset.pdf	167.1 KB
13 - Dataset.mp4	3.2 MB
/.pad/
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22	156.2 KB
23	162.3 KB
24	135.0 KB
25	124.4 KB
26	65.9 KB
27	215.7 KB
28	561.5 KB
29	340.2 KB
30	445.8 KB
31	1.0 MB
32	33.9 KB
/.../8 - Final Project Images/
31 - Locally-Linear-Embedding.pdf	315.6 KB
30 - Introduction-to-Image-Dataset.ipynb	22.8 KB
33 - Fisher-Discriminant-Analysis.ipynb	324.3 KB
33 - Fisher Discriminant Analysis.mp4	191.7 MB
31 - Locally Linear Embedding.mp4	173.3 MB
34 - ISOMAP-Image-Project.ipynb	313.8 KB
32 - Principal Component Analysis.mp4	172.8 MB
34 - ISOMAP.mp4	158.5 MB
32 - Principal-Component-Analysis.ipynb	355.7 KB
34 - ISOMAP-Image-Project.pdf	311.1 KB
32 - Principal-Component-Analysis.pdf	311.0 KB
33 - Fisher-Discriminant-Analysis.pdf	310.5 KB
30 - Introduction-to-Image-Dataset.pdf	310.0 KB
31 - Locally-Linear-Embedding.ipynb	227.3 KB
30 - Introduction to Image Dataset.mp4	95.8 MB
29 - Images.mp4	2.1 MB
/6 - ISOMAP/
23 - ISOMAP with 3 Dimensions.mp4	259.9 MB
22 - ISOMAP with 2 Dimensions.mp4	224.5 MB
23 - ISOMAP-with-3-Dimensions.pdf	164.0 KB
22 - ISOMAP-with-2-Dimensions.ipynb	92.3 KB
23 - ISOMAP-with-3-Dimensions.ipynb	230.2 KB
21 - Introduction-to-ISOMAP.pdf	168.3 KB
22 - ISOMAP-with-2-Dimensions.pdf	163.9 KB
21 - Introduccion to ISOMAP.mp4	18.3 MB
/.../7 - Fisher Discriminant Analysis/
27 - Fisher-Discriminant-Analysis-with-2-Dimensions.ipynb	99.7 KB
27 - Fisher Discriminant Analysis with 2 Dimensions.mp4	219.8 MB
26 - Introduction-to-the-Dataset.ipynb	11.3 KB
28 - Fisher Discriminant Analysis with 3 Dimensions.mp4	197.1 MB
28 - Fisher-Discriminant-Analysis-with-3-Dimensions.pdf	257.0 KB
27 - Fisher-Discriminant-Analysis-with-2-Dimensions.pdf	256.9 KB
28 - Fisher-Discriminant-Analysis-with-3-Dimensions.ipynb	221.2 KB
26 - Introduction to the Dataset.mp4	89.1 MB
24 - Introduction-to-Fisher-Discriminant-Analysis.pdf	201.4 KB
26 - Introduction-to-the-Dataset.pdf	167.1 KB
24 - Introduction to Fisher Discriminant Analysis.mp4	13.3 MB
25 - Dataset Information.mp4	3.1 MB
/.../3 - Locally Linear Embedding LLE/
9 - Introduction-to-the-Dataset.ipynb	11.3 KB
11 - LLE with 3 Dimensions.mp4	211.6 MB
10 - Using LLE.mp4	209.8 MB
9 - crabs.csv	6.1 KB
10 - Using-LLE.pdf	204.6 KB
8 - Locally-Linear-Embedding-Algorithm.pdf	303.1 KB
10 - Using-Locally-Linear-Embedding.ipynb	85.7 KB
11 - LLE-with-3-Dimensions.pdf	242.7 KB
7 - Introduction-to-LLE.pdf	242.7 KB
11 - LLE-with-3-Dimensions.ipynb	223.9 KB
9 - Introduction to the Dataset.mp4	89.0 MB
7 - Introduction to LLE.mp4	20.6 MB
9 - Introduction-to-the-Dataset.pdf	167.1 KB
8 - Locally Linear Embedding Algorithm.mp4	20.1 MB
/.../5 - Multidimensional Scaling MDS/
18 - Introduction-to-Multidimensional-Scaling.pdf	168.4 KB
20 - MDS-with-3-Dimensions.ipynb	236.2 KB
19 - Using MDS with 2 Dimensions.mp4	157.4 MB
19 - MDS-with-2-Dimensions.ipynb	91.8 KB
20 - Using MDS with 3 Dimensions.mp4	150.7 MB
18 - Introduction to MDS.mp4	22.2 MB
19 - Multidimensional-Scaling-with-2-Dimensions.pdf	162.7 KB
20 - Multidimensional-Scaling-with-3-Dimensions.pdf	162.6 KB
/.../1 - Code Environment Setup/
1 - Google-Colab-for-Programming-in-Python.pdf	591.6 KB
1 - Google Colab for Programming in Python.mp4	10.0 MB
Total files 125