The Complete Machine Learning Course From Zero to Expert | F96C080286EB15B56CE72E54FE82F7A4FBCBC51D

The Complete Machine Learning Course From Zero to Expert

Name	The Complete Machine Learning Course From Zero to Expert	DOWNLOAD Copy Link
Total Size	5.1 GB
Total Files	178
Last Seen	2025-02-19 23:36
Hash	F96C080286EB15B56CE72E54FE82F7A4FBCBC51D

/.../2 - Visualization Principal Component Analysis/
5 - Using PCA.mp4	486.8 MB
4 - Initial-Visualization.ipynb	736.5 KB
3 - Introduction-to-the-Dataset.ipynb	44.9 KB
4 - Initial Visualization.mp4	229.2 MB
5 - Using-PCA.pdf	398.3 KB
5 - Using PCA English.srt	92.5 KB
4 - Initial Visualization English.srt	42.2 KB
3 - Introduction to the Dataset.mp4	175.5 MB
3 - crabs.csv	6.1 KB
4 - Initial-Visualization.pdf	249.8 KB
3 - Introduction to the Dataset English.srt	31.6 KB
2 - Introduction-to-PCA.pdf	199.1 KB
4 - crabs.csv	6.1 KB
3 - Introduction-to-the-Dataset.pdf	172.0 KB
2 - Introduction to PCA English.srt	5.4 KB
2 - Introduction to PCA.mp4	21.1 MB
5 - PCA-in-Crabs-Dataset.ipynb	1.0 MB
/
TutsNode.net.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/.pad/
0	0.3 KB
1	0.2 KB
2	0.3 KB
3	0.5 KB
4	1.3 KB
5	0.1 KB
6	2.2 KB
7	0.1 KB
8	1.8 KB
9	0.1 KB
10	0.0 KB
11	3.7 KB
12	0.1 KB
13	1.7 KB
14	0.1 KB
15	2.4 KB
16	3.9 KB
17	3.2 KB
18	0.4 KB
19	0.3 KB
20	1.2 KB
21	0.1 KB
22	1.8 KB
23	2.6 KB
24	4.5 KB
25	13.4 KB
26	16.8 KB
27	671.5 KB
28	960.0 KB
29	265.9 KB
30	700.7 KB
31	420.9 KB
32	213.3 KB
33	318.2 KB
34	6.4 KB
35	8.2 KB
36	1.0 MB
/.../10 - Ridge Regression/
36 - Ridge Regression and Cross Validation.mp4	342.8 MB
36 - Ridge Regression and Cross Validation English.srt	56.1 KB
36 - Ridge-Regression.pdf	190.9 KB
/.../7 - Visualization Fisher Discriminant Analysis/
26 - Fisher-Discriminant-Analysis-with-2-Dimensions.ipynb	99.7 KB
23 - Introduction to Fisher Discriminant Analysis English.srt	3.2 KB
24 - Dataset Information English.srt	0.9 KB
26 - Fisher Discriminant Analysis with 2 Dimensions.mp4	221.0 MB
25 - Introduction-to-the-Dataset.ipynb	11.3 KB
27 - Fisher Discriminant Analysis with 3 Dimensions.mp4	198.2 MB
27 - Fisher-Discriminant-Analysis-with-3-Dimensions.pdf	257.0 KB
25 - crabs.csv	6.1 KB
27 - Fisher Discriminant Analysis with 3 Dimensions English.srt	33.5 KB
26 - Fisher-Discriminant-Analysis-with-2-Dimensions.pdf	256.9 KB
27 - Fisher-Discriminant-Analysis-with-3-Dimensions.ipynb	221.2 KB
26 - Fisher Discriminant Analysis with 2 Dimensions English.srt	37.6 KB
25 - Introduction to the Dataset.mp4	89.7 MB
25 - Introduction-to-the-Dataset.pdf	167.1 KB
25 - Introduction to the Dataset English.srt	21.5 KB
23 - Introduction to Fisher Discriminant Analysis.mp4	13.4 MB
24 - Dataset Information.mp4	3.1 MB
/.../3 - Visualization Locally Linear Embedding LLE/
8 - Introduction-to-the-Dataset.ipynb	11.3 KB
10 - LLE with 3 Dimensions English.srt	33.5 KB
10 - LLE with 3 Dimensions.mp4	212.8 MB
9 - Using LLE.mp4	211.1 MB
8 - crabs.csv	6.1 KB
9 - crabs.csv	6.1 KB
10 - crabs.csv	6.1 KB
7 - Locally-Linear-Embedding-Algorithm.pdf	303.1 KB
10 - LLE-with-3-Dimensions.pdf	242.7 KB
9 - Using-LLE.pdf	204.6 KB
6 - Introduction-to-LLE.pdf	242.7 KB
10 - LLE-with-3-Dimensions.ipynb	223.9 KB
9 - Using LLE English.srt	41.1 KB
9 - Using-Locally-Linear-Embedding.ipynb	85.7 KB
8 - Introduction-to-the-Dataset.pdf	167.1 KB
8 - Introduction to the Dataset English.srt	21.5 KB
7 - Locally Linear Embedding Algorithm English.srt	4.9 KB
6 - Introduction to LLE English.srt	4.1 KB
8 - Introduction to the Dataset.mp4	89.7 MB
6 - Introduction to LLE.mp4	20.7 MB
7 - Locally Linear Embedding Algorithm.mp4	20.3 MB
/.../4 - Visualization tStochastic Neighbor Embedding tSNE/
14 - tSNE on Raw Data.mp4	270.8 MB
16 - Using-t-SNE-with-Standardized-Data.ipynb	597.6 KB
16 - Using-t-SNE-on-Standardized-Data.pdf	187.0 KB
11 - Introduction to tSNE English.srt	6.6 KB
12 - Dataset English.srt	0.9 KB
15 - Using-t-SNE-with-Scaled-Data.ipynb	405.0 KB
14 - tSNE on Raw Data English.srt	51.4 KB
13 - Introduction-to-the-Dataset.ipynb	11.3 KB
13 - crabs.csv	6.1 KB
11 - Introduction-to-t-SNE.pdf	383.7 KB
14 - Using-t-SNE-with-Raw-Data.ipynb	197.4 KB
16 - tSNE on Standardized Data.mp4	154.5 MB
15 - tSNE on Scaled Data.mp4	153.2 MB
14 - Using-t-SNE-on-Raw-Data.pdf	186.4 KB
15 - Using-t-SNE-on-Scaled-Data.pdf	185.2 KB
13 - Introduction-to-the-Dataset.pdf	167.1 KB
16 - tSNE on Standardized Data English.srt	24.1 KB
13 - Introduction to the Dataset.mp4	89.7 MB
15 - tSNE on Scaled Data English.srt	23.7 KB
11 - Introduction to tSNE.mp4	37.3 MB
13 - Introduction to the Dataset English.srt	21.5 KB
12 - Dataset.mp4	3.1 MB
/6 - Visualization ISOMAP/
22 - ISOMAP with 3 Dimensions.mp4	261.0 MB
20 - Introduccion to ISOMAP English.srt	3.4 KB
21 - ISOMAP with 2 Dimensions.mp4	225.8 MB
22 - ISOMAP-with-3-Dimensions.ipynb	230.2 KB
21 - ISOMAP with 2 Dimensions English.srt	41.5 KB
21 - ISOMAP-with-2-Dimensions.ipynb	92.3 KB
22 - ISOMAP with 3 Dimensions English.srt	39.8 KB
20 - Introduction-to-ISOMAP.pdf	168.3 KB
22 - ISOMAP-with-3-Dimensions.pdf	164.0 KB
21 - ISOMAP-with-2-Dimensions.pdf	163.9 KB
20 - Introduccion to ISOMAP.mp4	18.5 MB
/9 - Linear Regression/
33 - Linear Regression.mp4	235.0 MB
35 - Cross-Validation.ipynb	335.2 KB
31 - Introduction-to-the-Dataset.ipynb	15.9 KB
33 - Linear Regression English.srt	46.0 KB
31 - LifeExpectancy.csv	376.0 KB
34 - Metrics.ipynb	324.2 KB
33 - Linear-Regression.ipynb	310.7 KB
32 - Preprocessing.mp4	168.5 MB
35 - Cross Validation.mp4	164.1 MB
32 - Preprocessing.ipynb	32.1 KB
35 - Cross-Validation.pdf	251.0 KB
31 - Introduction to the Dataset.mp4	105.2 MB
34 - Metrics.mp4	102.3 MB
32 - Preprocessing English.srt	38.6 KB
32 - Preprocessing.pdf	173.1 KB
31 - Introduction-to-the-Dataset.pdf	177.8 KB
33 - Linear-Regression.pdf	172.0 KB
35 - Cross Validation English.srt	32.0 KB
34 - Metrics.pdf	166.3 KB
34 - Metrics English.srt	21.1 KB
31 - Introduction to the Dataset English.srt	20.7 KB
/.../1 - Code Environment Setup/
1 - Google-Colab-for-Programming-in-Python.pdf	591.6 KB
1 - Google Colab for Programming in Python English.srt	3.6 KB
1 - Google Colab for Programming in Python.mp4	10.2 MB
/.../8 - Visualization Final Project Images/
28 - Images English.srt	0.6 KB
30 - Fisher-Discriminant-Analysis.ipynb	324.3 KB
29 - Introduction-to-Image-Dataset.pdf	310.0 KB
30 - Fisher Discriminant Analysis.mp4	192.8 MB
29 - Introduction-to-Image-Dataset.ipynb	22.8 KB
30 - Fisher-Discriminant-Analysis.pdf	310.5 KB
29 - Introduction to Image Dataset.mp4	96.6 MB
30 - Fisher Discriminant Analysis English.srt	36.1 KB
29 - Introduction to Image Dataset English.srt	23.6 KB
28 - Images.mp4	2.1 MB
/.../5 - Visualization Multidimensional Scaling MDS/
19 - MDS-with-3-Dimensions.ipynb	236.2 KB
17 - Introduction to MDS English.srt	4.1 KB
18 - Using MDS with 2 Dimensions.mp4	158.3 MB
19 - Using MDS with 3 Dimensions.mp4	151.5 MB
18 - Using MDS with 2 Dimensions English.srt	28.8 KB
18 - MDS-with-2-Dimensions.ipynb	91.8 KB
19 - Using MDS with 3 Dimensions English.srt	28.1 KB
18 - Multidimensional-Scaling-with-2-Dimensions.pdf	162.7 KB
19 - Multidimensional-Scaling-with-3-Dimensions.pdf	162.6 KB
17 - Introduction to MDS.mp4	22.4 MB
/.../11 - Lasso Regression/
37 - Lasso-Regression.ipynb	397.4 KB
37 - Lasso Regression and Cross Validation.mp4	135.2 MB
37 - Lasso-Regression.pdf	171.2 KB
37 - Lasso Regression and Cross Validation English.srt	20.7 KB
Total files 178