|
RAR-files |
| ilearn-uml.rar |
50,000,000 |
20BA4C47 |
| ilearn-uml.r00 |
50,000,000 |
F6DD82F4 |
| ilearn-uml.r01 |
50,000,000 |
BB0D09DA |
| ilearn-uml.r02 |
50,000,000 |
4F7E3826 |
| ilearn-uml.r03 |
50,000,000 |
F1933804 |
| ilearn-uml.r04 |
50,000,000 |
9CB1A76F |
| ilearn-uml.r05 |
50,000,000 |
5D7D9F9C |
| ilearn-uml.r06 |
50,000,000 |
E9C15355 |
| ilearn-uml.r07 |
50,000,000 |
633D2164 |
| ilearn-uml.r08 |
50,000,000 |
502F5339 |
| ilearn-uml.r09 |
50,000,000 |
636365DF |
| ilearn-uml.r10 |
50,000,000 |
987C23D5 |
| ilearn-uml.r11 |
50,000,000 |
B9A712BD |
| ilearn-uml.r12 |
50,000,000 |
3EB44453 |
| ilearn-uml.r13 |
50,000,000 |
19112E7F |
| ilearn-uml.r14 |
50,000,000 |
5521B3D0 |
| ilearn-uml.r15 |
50,000,000 |
B976FE09 |
| ilearn-uml.r16 |
50,000,000 |
DF861247 |
| ilearn-uml.r17 |
50,000,000 |
1570A909 |
| ilearn-uml.r18 |
50,000,000 |
80AA308D |
| ilearn-uml.r19 |
50,000,000 |
5681D8AC |
| ilearn-uml.r20 |
50,000,000 |
8C2C3F42 |
| ilearn-uml.r21 |
50,000,000 |
89E8BE43 |
| ilearn-uml.r22 |
50,000,000 |
CEB48CBE |
| ilearn-uml.r23 |
50,000,000 |
1936626D |
| ilearn-uml.r24 |
50,000,000 |
E7F1FBB3 |
| ilearn-uml.r25 |
50,000,000 |
7B4F120A |
| ilearn-uml.r26 |
50,000,000 |
E2863E2B |
| ilearn-uml.r27 |
50,000,000 |
B25AD114 |
| ilearn-uml.r28 |
50,000,000 |
75BC434C |
| ilearn-uml.r29 |
50,000,000 |
18BB00D7 |
| ilearn-uml.r30 |
50,000,000 |
81AA54CD |
| ilearn-uml.r31 |
50,000,000 |
948A41DE |
| ilearn-uml.r32 |
50,000,000 |
3446CDC1 |
| ilearn-uml.r33 |
50,000,000 |
9A9875D6 |
| ilearn-uml.r34 |
50,000,000 |
0CBDBEEA |
| ilearn-uml.r35 |
50,000,000 |
8AA96091 |
| ilearn-uml.r36 |
50,000,000 |
B929A8B1 |
| ilearn-uml.r37 |
50,000,000 |
3ED65398 |
| ilearn-uml.r38 |
50,000,000 |
CCE257B6 |
| ilearn-uml.r39 |
50,000,000 |
48202C9B |
| ilearn-uml.r40 |
50,000,000 |
AFD41C06 |
| ilearn-uml.r41 |
50,000,000 |
3B70F0A3 |
| ilearn-uml.r42 |
50,000,000 |
F9235145 |
| ilearn-uml.r43 |
50,000,000 |
3F7B2A7A |
| ilearn-uml.r44 |
50,000,000 |
5D81CE2C |
| ilearn-uml.r45 |
50,000,000 |
97D5A935 |
| ilearn-uml.r46 |
50,000,000 |
EB2C426C |
| ilearn-uml.r47 |
50,000,000 |
B45E5141 |
| ilearn-uml.r48 |
50,000,000 |
7AF0D395 |
| ilearn-uml.r49 |
50,000,000 |
7B68134F |
| ilearn-uml.r50 |
50,000,000 |
21365E6F |
| ilearn-uml.r51 |
50,000,000 |
1B31CF1B |
| ilearn-uml.r52 |
50,000,000 |
58EFFD56 |
| ilearn-uml.r53 |
50,000,000 |
DFE425C8 |
| ilearn-uml.r54 |
50,000,000 |
162EA1AF |
| ilearn-uml.r55 |
50,000,000 |
A6EFD838 |
| ilearn-uml.r56 |
50,000,000 |
9BFAA411 |
| ilearn-uml.r57 |
50,000,000 |
AE385519 |
| ilearn-uml.r58 |
50,000,000 |
9F2F6433 |
| ilearn-uml.r59 |
50,000,000 |
3B10F4BE |
| ilearn-uml.r60 |
50,000,000 |
D63ECB3A |
| ilearn-uml.r61 |
50,000,000 |
A42F00C2 |
| ilearn-uml.r62 |
50,000,000 |
F02522D1 |
| ilearn-uml.r63 |
50,000,000 |
08B24EC2 |
| ilearn-uml.r64 |
50,000,000 |
09754019 |
| ilearn-uml.r65 |
50,000,000 |
CDE78620 |
| ilearn-uml.r66 |
50,000,000 |
79F222B8 |
| ilearn-uml.r67 |
50,000,000 |
1DF2DAB8 |
| ilearn-uml.r68 |
50,000,000 |
7FE9F860 |
| ilearn-uml.r69 |
50,000,000 |
FB06E915 |
| ilearn-uml.r70 |
50,000,000 |
21FBC068 |
| ilearn-uml.r71 |
50,000,000 |
C5F2F0D6 |
| ilearn-uml.r72 |
50,000,000 |
8F687F65 |
| ilearn-uml.r73 |
50,000,000 |
6A73948B |
| ilearn-uml.r74 |
50,000,000 |
F3005052 |
| ilearn-uml.r75 |
50,000,000 |
23753CDD |
| ilearn-uml.r76 |
50,000,000 |
1797ECF7 |
| ilearn-uml.r77 |
50,000,000 |
B769A4AF |
| ilearn-uml.r78 |
50,000,000 |
A56775C8 |
| ilearn-uml.r79 |
50,000,000 |
63F9C720 |
| ilearn-uml.r80 |
50,000,000 |
88675727 |
| ilearn-uml.r81 |
50,000,000 |
962CC416 |
| ilearn-uml.r82 |
50,000,000 |
78B45886 |
| ilearn-uml.r83 |
50,000,000 |
BB123A65 |
| ilearn-uml.r84 |
50,000,000 |
0BB3366B |
| ilearn-uml.r85 |
50,000,000 |
B96FC098 |
| ilearn-uml.r86 |
50,000,000 |
D77ED4B2 |
| ilearn-uml.r87 |
50,000,000 |
397B2A6F |
| ilearn-uml.r88 |
50,000,000 |
DB6B48A5 |
| ilearn-uml.r89 |
50,000,000 |
D76F99F2 |
| ilearn-uml.r90 |
50,000,000 |
34740313 |
| ilearn-uml.r91 |
50,000,000 |
24C6FEA7 |
| ilearn-uml.r92 |
50,000,000 |
ADE78A83 |
| ilearn-uml.r93 |
50,000,000 |
D783EB32 |
| ilearn-uml.r94 |
50,000,000 |
6796C553 |
| ilearn-uml.r95 |
44,122,137 |
1E2D16AE |
|
| Total size: |
4,844,122,137 |
|
|
| Archived
files |
|
6. Dimensionality Reduction Approaches.mp4
[9d2e075557ead85d]
|
219,219,439 |
FC14D895 |
|
7. Principle Component Analysis (PCA).mp4
[2acd73ad185036df]
|
442,460,637 |
ADAF4CFC |
|
8. Singular Value Decomposition (SVD).mp4
[5a527d5445a97c28]
|
243,704,003 |
FC4D80F3 |
|
9. Must be watched after SVD.mp4
[41d96ff7a85433b2]
|
44,458,235 |
FFDA1D03 |
|
10. Random Projection.mp4
[27c50bba1d172829]
|
39,560,774 |
B8F5F5F2 |
|
11. Manifold (nonlinear) Learning.mp4
[c246eb49b45f0a38]
|
90,378,072 |
9588C2C2 |
|
12. Anomaly Detection - part 1.mp4
[6a672463af61f139]
|
269,843,872 |
67284CE8 |
|
13. Anomaly Detection - part 2.mp4
[2514a6c9eb3ec0be]
|
298,335,247 |
0E55ECF3 |
|
14. Intro to Clustering.mp4
[deb9defb3d9be4b4]
|
118,071,221 |
ADFFF86A |
|
15. K-Means theory.mp4
[126e35638c617cca]
|
252,219,713 |
48EAC19B |
|
16. K-Means practice.mp4
[9b0502300f1401ea]
|
201,347,531 |
B0670552 |
|
17. K-Means for Image Segmentation.mp4
[5425ce6f240d6450]
|
121,013,884 |
4EF4DDB7 |
|
18. K-Means for Preprocessing.mp4
[bdc9cd1d28173a39]
|
78,776,266 |
B9797E97 |
|
19. K-Means for Semi-Supervised Learning.mp4
[af863f1400720eb8]
|
94,906,558 |
97A3E62B |
|
20. Limits of K-Means.mp4
[4db1a1a54440cf95]
|
29,348,321 |
1C52D89B |
|
21. DBSCAN l theory.mp4
[dcfdd828d0acf61f]
|
304,391,767 |
A7BE49FA |
|
22. DBSCAN l practice.mp4
[bda43512ac7e410d]
|
108,160,851 |
3217165E |
|
23. Hierarchical Clustering l theory.mp4
[490955d009b8d801]
|
200,274,757 |
15B860A4 |
|
24. Hierarchical Clustering l practice.mp4
[c9383b8a9c031de4]
|
52,332,219 |
7306575D |
|
25. GMM theory.mp4
[ef0b95d6cc6a1973]
|
197,126,083 |
4997D208 |
|
26. GMM l Example.mp4
[b0890f41d053de02]
|
180,965,673 |
63E3D33B |
|
27. GMM practice.mp4
[69e5bcad1936762e]
|
38,732,571 |
48B4E2A5 |
|
1. Introduction to Course.mp4
[2bcdbcfe8acb3154]
|
14,966,976 |
F3B44CE1 |
|
2. Intro to Unsupervised ML مقدمة لتعلم الآلة بدون إشراف.mp4
[178327bcbca0d6b3]
|
296,928,353 |
54DCD392 |
|
3. Linear Algebra - part 1.mp4
[5500e99596706a4d]
|
384,332,364 |
D5B93A8F |
|
4. Linear Algebra - part 2.mp4
[1b0adf987c9cfbd9]
|
372,114,172 |
07B47516 |
|
5. Linear Algebra - part 3.mp4
[9a3a999e704c1423]
|
150,139,773 |
85ACE482 |
|
| Total size: |
4,844,109,332 |
|
|
