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Udemy - Master statistics & machine learning intuition, math, code (3.2025)
06. Descriptive statistics/4. Code data from different distributions.mp4
317.8 MB
16. Clustering and dimension-reduction/6. Code dbscan.mp4
302.1 MB
12. Correlation/6. Code correlation matrix.mp4
296.2 MB
06. Descriptive statistics/12. Code Computing dispersion.mp4
279.0 MB
18. A real-world data journey/7. Python Import and clean the marriage data.mp4
262.0 MB
10. The t-test family/13. Code permutation testing.mp4
252.6 MB
16. Clustering and dimension-reduction/2. Code k-means clustering.mp4
241.5 MB
12. Correlation/3. Code correlation coefficient.mp4
224.5 MB
10. The t-test family/6. Code Two-samples t-test.mp4
221.6 MB
18. A real-world data journey/3. MATLAB Import and clean the marriage data.mp4
211.1 MB
12. Correlation/18. Code Kendall correlation.mp4
193.2 MB
16. Clustering and dimension-reduction/11. Code PCA.mp4
183.6 MB
13. Analysis of Variance (ANOVA)/8. Code One-way ANOVA (independent samples).mp4
181.1 MB
14. Regression/9. Code Multiple regression.mp4
179.3 MB
08. Probability theory/21. Code Law of Large Numbers in action.mp4
173.7 MB
10. The t-test family/9. Code Signed-rank test.mp4
169.7 MB
10. The t-test family/3. Code One-sample t-test.mp4
165.6 MB
08. Probability theory/15. Code sampling variability.mp4
162.3 MB
08. Probability theory/4. Code compute probabilities.mp4
155.6 MB
13. Analysis of Variance (ANOVA)/1. ANOVA intro, part1.mp4
144.4 MB
[磁力链接]
添加时间:
2025-07-30
大小:
13.9 GB
最近下载:
2025-09-18
热度:
185
Udemy - Master linear algebra theory and implementation in code (3.2025)
15. Quadratic form and definiteness/6. Application of the normalized quadratic form PCA.mp4
254.3 MB
12. Least-squares for model-fitting in statistics/7. Least-squares application 2.mp4
245.2 MB
05. Matrix multiplications/22. Code challenge The matrix asymmetry index.mp4
188.8 MB
13. Eigendecomposition/19. Code challenge GED in small and large matrices.mp4
178.7 MB
13. Eigendecomposition/9. Matrix powers via diagonalization.mp4
177.9 MB
14. Singular value decomposition/7. Spectral theory of matrices.mp4
139.5 MB
13. Eigendecomposition/15. Code challenge reconstruct a matrix from eigenlayers.mp4
138.0 MB
12. Least-squares for model-fitting in statistics/6. Least-squares application 1.mp4
137.2 MB
11. Projections and orthogonalization/10. Code challenge Inverse via QR.mp4
131.5 MB
14. Singular value decomposition/5. Code challenge U from eigendecomposition of A^TA.mp4
120.0 MB
13. Eigendecomposition/10. Code challenge eigendecomposition of matrix differences.mp4
118.4 MB
14. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4
116.9 MB
04. Introduction to matrices/3. A zoo of matrices.mp4
110.2 MB
06. Matrix rank/3. Computing rank theory and practice.mp4
108.5 MB
14. Singular value decomposition/16. Code challenge Why you avoid the inverse.mp4
105.7 MB
10. Matrix inverse/5. Code challenge Implement the MCA algorithm!!.mp4
104.2 MB
14. Singular value decomposition/15. Code challenge Create matrix with desired condition number.mp4
97.7 MB
14. Singular value decomposition/1. Singular value decomposition (SVD).mp4
97.5 MB
11. Projections and orthogonalization/8. Code challenge Gram-Schmidt algorithm.mp4
96.1 MB
14. Singular value decomposition/8. SVD for low-rank approximations.mp4
96.0 MB
[磁力链接]
添加时间:
2025-08-17
大小:
9.1 GB
最近下载:
2025-09-18
热度:
60
Code.3.2025.P.TS.1O8Op.mkv
Code.3.2025.P.TS.1O8Op.mkv
5.0 GB
[磁力链接]
添加时间:
2025-09-15
大小:
5.0 GB
最近下载:
2025-09-17
热度:
53
Code.3.2025.1080p.WEB-DL.Dub.Dragon.Money.Studio.mp4
Code.3.2025.1080p.WEB-DL.Dub.Dragon.Money.Studio.mp4
3.9 GB
[磁力链接]
添加时间:
2025-09-16
大小:
3.9 GB
最近下载:
2025-09-18
热度:
7
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