code.3.2025 -移花宫 -武林禁地，闲人禁止入内

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:2025-09-25 热度:268

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