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【影视】 Udemy - Linear Algebra and Geometry 3

收录时间:2023-12-17 文档个数:509 文档大小:40.5 GB 最近下载:2025-05-16 人气:3199 磁力链接

3. More problem solving; spaces different from R^n/5. In the space of polynomials, Problem 5.mp4 1.0 GB
3. More problem solving; spaces different from R^n/1. Eigendecomposition, Problem 1.mp4 935.0 MB
3. More problem solving; spaces different from R^n/4. Powers and roots, Problem 4.mp4 805.7 MB
3. More problem solving; spaces different from R^n/2. Eigendecomposition, Problem 2.mp4 607.7 MB
2. Geometrical operators in the plane and in the 3-space/12. Spectral decomposition, Geometrical illustration, Problem 8.mp4 597.8 MB
7. Inner product as a generalization of dot product/14. Gram matrix, Problem 3.mp4 591.8 MB
2. Geometrical operators in the plane and in the 3-space/7. Problem 5 Projection in the 3-space.mp4 588.5 MB
9. Projections and Gram–Schmidt process in various inner product spaces/4. Orthonormal sets of continuous functions, Problem 1.mp4 585.8 MB
14. The Grand Finale Singular Value Decomposition and Pseudoinverses/9. More new facts about AT A six equivalent statements.mp4 562.6 MB
3. More problem solving; spaces different from R^n/7. In the space of matrices, Problem 7.mp4 532.3 MB
2. Geometrical operators in the plane and in the 3-space/6. Problem 4 Projection in the 3-space.mp4 523.8 MB
5. Recurrence relations, dynamical systems, Markov matrices/12. Steady-state vector (equilibrium vector), Problem 7.mp4 523.3 MB
3. More problem solving; spaces different from R^n/3. Powers and roots, Problem 3.mp4 512.9 MB
8. Norm, distance, angles, and orthogonality in inner product spaces/9. Cauchy-Schwarz inequality, proof 1.mp4 469.8 MB
12. Quadratic forms and their classification/17. Quadratic surfaces, shortest distance, Problem 8.mp4 457.4 MB
11. Diagonalization of symmetric matrices/17. Pos and neg definite matrices, semidefinite and indefinite matrices, Problem 9.mp4 455.3 MB
11. Diagonalization of symmetric matrices/5. Eigenvalues for a (real) symmetric matrix are real.mp4 448.6 MB
14. The Grand Finale Singular Value Decomposition and Pseudoinverses/7. SVD, reduced singular value decomposition, Problem 1.mp4 444.1 MB
14. The Grand Finale Singular Value Decomposition and Pseudoinverses/6. Singular value decomposition with proof and geometric interpretation.mp4 442.6 MB
12. Quadratic forms and their classification/1. The correspondence between quadratic forms and symmetric matrices is 1-to-1.mp4 435.1 MB

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【影视】 Linear Regression Analysis Basics in SPSS Statistics

收录时间:2017-02-10 文档个数:27 文档大小:431.2 MB 最近下载:2025-05-15 人气:3103 磁力链接

1_-_Introduction/1_-_Introduction.mp4 93.2 MB
1_-_Introduction/2.1_-_Udemydata.zip 2.7 kB
1_-_Introduction/2_-_Downloading_the_SPSS_Data_File.txt 165 Bytes
1_-_Introduction/3_-_The_Data_File.mp4 10.1 MB
2_-_Correlations/4_-_Introduction_to_Correlation.mp4 8.0 MB
2_-_Correlations/5_-_Running_a_Correlation_Analysis_in_SPSS.mp4 8.8 MB
3_-_Simple_Linear_Regression/6_-_Introduction_to_Regression_Analysis.mp4 13.5 MB
3_-_Simple_Linear_Regression/7_-_Running_a_Simple_Regression_in_SPSS.mp4 13.9 MB
3_-_Simple_Linear_Regression/8_-_Graphing_a_Simple_Regression_in_SPSS.mp4 10.1 MB
4_-_Multiple_Regression_Analysis/9_-_Introduction_to_Multiple_Regression_Analysis.mp4 13.3 MB
4_-_Multiple_Regression_Analysis/10_-_Running_a_Multiple_Regression_in_SPSS.mp4 11.1 MB
4_-_Multiple_Regression_Analysis/11_-_Assessing_the_Success_of_a_Regression_Model.mp4 20.0 MB
5_-_Hierarchical_Multiple_Regression_Analysis/12_-_Hierarchical_Multiple_Regression_Analysis.mp4 17.6 MB
5_-_Hierarchical_Multiple_Regression_Analysis/13_-_Leaving_a_Review.mp4 6.0 MB
6_-_Interactions_in_Regression_Models/14_-_Introduction_to_Interactions.mp4 4.7 MB
6_-_Interactions_in_Regression_Models/15_-_Running_an_Interaction_Analysis_in_SPSS.mp4 15.8 MB
6_-_Interactions_in_Regression_Models/16.1_-_Interaction_Graphing_.xlsx 19.3 kB
6_-_Interactions_in_Regression_Models/16_-_Downloading_the_Graphing_Template.txt 178 Bytes
6_-_Interactions_in_Regression_Models/17_-_Graphing_Interactions.mp4 32.0 MB
7_-_Interactions_Made_Simple_with_PROCESS/18_-_Downloading_PROCESS.mp4 7.4 MB

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【影视】 [DesireCourse.Com] Udemy - Complete linear algebra theory and implementation

收录时间:2022-01-09 文档个数:453 文档大小:6.9 GB 最近下载:2025-05-15 人气:3018 磁力链接

11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4 139.8 MB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4 137.3 MB
13. Singular value decomposition/5. Spectral theory of matrices.mp4 122.2 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4 112.0 MB
7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4 104.6 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp4 104.4 MB
5. Matrix rank/4. Computing rank theory and practice.mp4 94.7 MB
6. Matrix spaces/2. Column space of a matrix.mp4 90.7 MB
9. Matrix inverse/5. Computing the inverse via row reduction.mp4 89.7 MB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4 89.7 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4 85.3 MB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4 85.3 MB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 83.0 MB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.mp4 82.5 MB
2. Vectors/9. Dot product geometry sign and orthogonality.mp4 80.9 MB
9. Matrix inverse/7. Left inverse and right inverse.mp4 80.4 MB
4. Matrix multiplications/7. Matrix-vector multiplication.mp4 79.5 MB
2. Vectors/26. Linear independence.mp4 79.4 MB
10. Projections and orthogonalization/3. Projections in R^N.mp4 79.2 MB
13. Singular value decomposition/2. Singular value decomposition (SVD).mp4 78.0 MB

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【影视】 Linear Algebra 2

收录时间:2017-02-19 文档个数:22 文档大小:1.0 GB 最近下载:2025-05-16 人气:2478 磁力链接

Lesson-1-Transformation-Matrices-for-Scaling.cfm-rtmp_video_kcefx03iynh.flv 62.1 MB
Lesson-10-Finding-the-Determinant-with-Cofactors.cfm-rtmp_video_qnjcluo3dzg.flv 58.0 MB
Lesson-11-Adjoints-and-Inverses.cfm-rtmp_video_4e0cwrky2wk.flv 57.6 MB
Lesson-12-Important-Properties-of-Determinants.cfm-rtmp_video_g4fdzbw2qe4.flv 37.3 MB
Lesson-13-Linear-Independence-and-Basis.cfm-rtmp_video_ka3jrren2gw.flv 84.1 MB
Lesson-14-Motivation-for-Eigenvalues-and-Eigenvectors.cfm-rtmp_video_qxisomnwq4d.flv 22.6 MB
Lesson-15-The-Eigenvalue-Problem.cfm-rtmp_video_kftzjrr5cjz.flv 42.3 MB
Lesson-16-Finding-Eigenvalues-Part-1.cfm-rtmp_video_dtdc3olpcq3.flv 29.9 MB
Lesson-17-Finding-Eigenvalues-Part-2.cfm-rtmp_video_iazpnnf0f1e.flv 22.9 MB
Lesson-18-Finding-Eigenvalues-Part-3.cfm-rtmp_video_sn0i4pvfjc5.flv 20.9 MB
Lesson-19-Finding-Eigenvalues-Part-4.cfm-rtmp_video_suaacqzk2o4.flv 15.1 MB
Lesson-2-Transformation-Matrices-for-Rotation.cfm-rtmp_video_lxlrcdwj43v.flv 43.9 MB
Lesson-20-Finding-Eigenvectors-Part-4.cfm-rtmp_video_z53qi1lpbtk.flv 41.1 MB
Lesson-21-Finding-Eigenvectors-Part-2.cfm-rtmp_video_4owdrb11tem.flv 46.9 MB
Lesson-3-Transformation-Matrices-for-Translation.cfm-rtmp_video_iepv20hrg2s.flv 56.3 MB
Lesson-4-The-Rank-of-a-Matrix.cfm-rtmp_video_3i5pqufc22p.flv 53.7 MB
Lesson-5-Finding-the-Determinant-of-a-Matrix-with-Row-Operations-Part-1.cfm-rtmp_video_mghuld4vc4p.flv 46.1 MB
Lesson-6-Finding-the-Determinant-of-a-Matrix-with-Row-Operations-Part-2.cfm-rtmp_video_5fteqvudvkh.flv 23.0 MB
Lesson-6-Finding-the-Determinant-of-a-Matrix-with-Row-Operations-Part-2.cfm-rtmp_video_azpsw0uhvzq.flv 75.4 MB
Lesson-7-Finding-the-Determinant-of-a-3x3-Matrix-Fast-Method.cfm-rtmp_video_4jhwvia2vqu.flv 48.8 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Linear Regression with SPSS

收录时间:2023-12-17 文档个数:44 文档大小:1.6 GB 最近下载:2025-05-16 人气:2421 磁力链接

~Get Your Files Here !/02 - Interpretation of Attributes/017 Debt to Income Ratio.mp4 110.4 MB
~Get Your Files Here !/02 - Interpretation of Attributes/004 Scatter Plot Rril vs Rbse.mp4 104.5 MB
~Get Your Files Here !/02 - Interpretation of Attributes/018 Credit Card Debt.mp4 98.4 MB
~Get Your Files Here !/02 - Interpretation of Attributes/012 Energy Consumption.mp4 95.0 MB
~Get Your Files Here !/02 - Interpretation of Attributes/009 Copper Expansion.mp4 93.5 MB
~Get Your Files Here !/02 - Interpretation of Attributes/005 Create Attributes for Variables.mp4 89.8 MB
~Get Your Files Here !/02 - Interpretation of Attributes/015 Debt Assessment.mp4 87.5 MB
~Get Your Files Here !/02 - Interpretation of Attributes/008 Interpretation.mp4 87.4 MB
~Get Your Files Here !/02 - Interpretation of Attributes/011 Copper Expansion Example Continue.mp4 85.9 MB
~Get Your Files Here !/02 - Interpretation of Attributes/016 Debt Assessment Continue.mp4 81.8 MB
~Get Your Files Here !/02 - Interpretation of Attributes/003 T-Value.mp4 77.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/010 Copper Expansion Example.mp4 76.6 MB
~Get Your Files Here !/02 - Interpretation of Attributes/002 Stock Return.mp4 76.0 MB
~Get Your Files Here !/02 - Interpretation of Attributes/007 Regression Equation.mp4 73.0 MB
~Get Your Files Here !/02 - Interpretation of Attributes/013 Observations.mp4 64.7 MB
~Get Your Files Here !/02 - Interpretation of Attributes/001 Linear Regression.mp4 63.0 MB
~Get Your Files Here !/02 - Interpretation of Attributes/019 Predicted values Using MS Excel.mp4 56.3 MB
~Get Your Files Here !/01 - Introduction/001 Introduction to Linear Regression Modeling Using SPSS.mp4 53.4 MB
~Get Your Files Here !/02 - Interpretation of Attributes/020 Predicted values Using MS Excel Continue.mp4 51.0 MB
~Get Your Files Here !/02 - Interpretation of Attributes/014 Energy Consumption Example.mp4 50.5 MB

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【影视】 Bagua - Ba Gua Liang 8 Linear Drills & Push Hand Drills With Applications - Zhi Ming Li.mpg

收录时间:2017-02-23 文档个数:1 文档大小:624.5 MB 最近下载:2025-05-16 人气:2384 磁力链接

Bagua - Ba Gua Liang 8 Linear Drills & Push Hand Drills With Applications - Zhi Ming Li.mpg 624.5 MB

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【影视】 [ CourseWikia.com ] Udemy - Linear Algebra Part 3 (Row Space and Column space of Matrix)

收录时间:2023-12-25 文档个数:47 文档大小:1.3 GB 最近下载:2025-05-16 人气:2298 磁力链接

~Get Your Files Here !/1. Row Echelon matrix , Row space & Row Rank of a Matrix/1. Introduction to Leading Entry & Column Index.mp4 78.6 MB
~Get Your Files Here !/5. Coordinate Vectors Relative to Basis/4. Show that the Vector Spaces V & W generated by given Polynomials are Equal..mp4 59.4 MB
~Get Your Files Here !/1. Row Echelon matrix , Row space & Row Rank of a Matrix/2. Introduction to Row Echelon Matrix.mp4 56.3 MB
~Get Your Files Here !/5. Coordinate Vectors Relative to Basis/6. Eg4) Find the Basis for Subspace W of V generated by given Matrices.mp4 46.9 MB
~Get Your Files Here !/1. Row Echelon matrix , Row space & Row Rank of a Matrix/3. Elementary Row Matrices.mp4 45.9 MB
~Get Your Files Here !/5. Coordinate Vectors Relative to Basis/5. Eg3) Find the Basis for Subspace W of V generated by given Matrices..mp4 44.5 MB
~Get Your Files Here !/5. Coordinate Vectors Relative to Basis/3. Eg 2)Find the Basis of the Vector Space generated by the Given Polynomials.mp4 42.0 MB
~Get Your Files Here !/5. Coordinate Vectors Relative to Basis/2. Eg 1)Find the Basis of the Vector Space generated by the Given Polynomials.mp4 41.2 MB
~Get Your Files Here !/2. Theorems on Row Echelon Matrix and Row rank of Matrix/3. Expected Theorem Equivalent statements for two Matrices.mp4 40.3 MB
~Get Your Files Here !/4. Basis and Dimension of Matrix for Row Space & Column Space/7. Show that space V is equal to the Space W generated by different Vectors..mp4 38.6 MB
~Get Your Files Here !/4. Basis and Dimension of Matrix for Row Space & Column Space/6. Prove that two Vector Spaces generated by different Vectors are Equal..mp4 38.3 MB
~Get Your Files Here !/3. Column Space & Column Rank of a Matrix (Unit 2)/5. Column Rank of a Column Echelon Matrix D is equal to its no. of non zero rows..mp4 38.2 MB
~Get Your Files Here !/3. Column Space & Column Rank of a Matrix (Unit 2)/7. Equivalent Statements for two Matrices.mp4 37.5 MB
~Get Your Files Here !/4. Basis and Dimension of Matrix for Row Space & Column Space/2. Find the Basis and Dimension of Row Space of Matrix..mp4 35.4 MB
~Get Your Files Here !/2. Theorems on Row Echelon Matrix and Row rank of Matrix/1. Number of non zero rows of an Row Echelon Matrix equals to the Row rank of A.mp4 35.4 MB
~Get Your Files Here !/3. Column Space & Column Rank of a Matrix (Unit 2)/6. Non zero Columns of D which is Column equivalent to A forms Basis for C(A).mp4 33.4 MB
~Get Your Files Here !/4. Basis and Dimension of Matrix for Row Space & Column Space/1. Find the Basis for Row Space of Matrix.mp4 31.6 MB
~Get Your Files Here !/1. Row Echelon matrix , Row space & Row Rank of a Matrix/5. Row Space & Row Rank of a Matrix.mp4 31.0 MB
~Get Your Files Here !/4. Basis and Dimension of Matrix for Row Space & Column Space/4. Prove that R(A) = R(B) for two given matrices A & B..mp4 29.4 MB
~Get Your Files Here !/4. Basis and Dimension of Matrix for Row Space & Column Space/5. Find the Basis for the Row Space of Matrix generated by the given Vectors..mp4 28.4 MB

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【影视】 [ CourseBoat.com ] Coursera - Linear Algebra for Data Science Using Python Specialization

收录时间:2023-12-18 文档个数:261 文档大小:1.1 GB 最近下载:2025-05-16 人气:2189 磁力链接

~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/03_solving-applications/02_more-real-world-examples-pca-step-by-step.mp4 49.7 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/01_introduction-to-specialization-and-course/02_course-introduction.mp4 24.9 MB
~Get Your Files Here !/linear-algebra-concepts-python/03_solving-systems-of-linear-equations/01_solving-systems-of-linear-equations-using-row-reduction/03_finding-inverses-of-a-higher-dimension-matrices.mp4 23.9 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/01_introduction-to-specialization-and-course/02_introduction-to-linear-algebra-for-data-science-using-python-specialization.mp4 23.7 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/01_introduction-to-specialization-and-course/01_introduction-to-specialization.mp4 23.6 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/01_introduction-to-specialization-and-course/01_specialization-introduction.mp4 23.6 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/01_introduction-to-specialization-and-course/01_introduction-to-specialization.mp4 23.6 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/01_introduction-to-specialization-and-course/04_introduction-to-instructors.mp4 20.3 MB
~Get Your Files Here !/linear-algebra-concepts-python/01_introduction-to-finding-inverses/01_introduction-to-specialization-and-course/03_instrutor-introduction.mp4 20.2 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/01_introduction-to-specialization-and-course/03_instructor-introduction.mp4 20.2 MB
~Get Your Files Here !/regression-models-linear-algebra/01_introduction-to-regression-models/01_introduction-to-specialization-and-course/03_instructor-introduction.mp4 20.2 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/02_data-wrangling-using-the-pca-function/01_task-1-data-wrangling/01_task-1-use-data-wrangling-on-your-dataset.mp4 19.4 MB
~Get Your Files Here !/capstone-a-data-science-problem-in-linear-algebra-framework/01_introduction-to-specialization-and-course/01_introduction-to-specialization-and-course/02_course-introduction.mp4 19.0 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/02_introduction-to-matrices-and-linear-algebra/14_how-is-linear-algebra-used-to-solve-problems.mp4 18.8 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/03_solving-applications/01_real-world-examples.mp4 18.4 MB
~Get Your Files Here !/regression-models-linear-algebra/03_using-linear-regression-models/01_understanding-linear-regression-models/02_multiple-linear-regressions-in-python.mp4 18.2 MB
~Get Your Files Here !/linear-algebra-python-intro/01_introduction-to-matrices-and-linear-algebra/03_modeling-data-in-python/02_doing-more-with-graphs-in-python-to-model-data-part-1.mp4 18.0 MB
~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/02_find-eigenvalues-and-eigenvectors/05_diagonalizable-matrices-ii.mp4 17.8 MB
~Get Your Files Here !/linear-algebra-concepts-python/02_introduction-to-matrix-algebra-with-python/01_introduction-to-matrix-algebra-with-python/06_using-matrix-algebra-in-python.mp4 17.7 MB
~Get Your Files Here !/linear-algebra-python-intro/02_using-linear-algebra-concepts-in-python/02_matrix-algebra/04_using-matrix-algebra-in-python.mp4 17.6 MB

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【影视】 [GigaCourse.com] Udemy - Complete Linear Algebra for Data Science & Machine Learning

收录时间:2021-03-18 文档个数:57 文档大小:1.5 GB 最近下载:2025-05-16 人气:2074 磁力链接

04 Matrices and Systems of Linear Equations/024 Row Echelon Form (REF).mp4 187.9 MB
04 Matrices and Systems of Linear Equations/023 Elementary Row Operations.mp4 171.1 MB
04 Matrices and Systems of Linear Equations/020 The Online Matrix Calculator A FREE Tool.mp4 88.2 MB
03 Basics of Matrices (Continued)/012 Multiplication of two Matrices.mp4 85.6 MB
07 Inverse of a Matrix/042 Inverse of a 3x3 Matrix - Gauss-Jordan Elimination Method.mp4.part 72.8 MB
06 Determinant of a Matrix/033 Determinant of a 3x3 Matrix.mp4 72.3 MB
04 Matrices and Systems of Linear Equations/025 Reduced Row Echelon Form (RREF).mp4 70.8 MB
07 Inverse of a Matrix/041 Inverse of a 3x3 Matrix - The Co-factor Method.mp4 69.1 MB
02 Basics of Matrices/006 Solving Linear Systems in 2 Unknowns - 005.mp4 57.2 MB
03 Basics of Matrices (Continued)/019 SUMMARY.mp4 57.1 MB
01 Welcome and Introduction/001 Welcome and Introduction.mp4 51.5 MB
03 Basics of Matrices (Continued)/016 Using Matrices to Solve Simultaneous Linear Equations.mp4 45.4 MB
03 Basics of Matrices (Continued)/017 EXAMPLE - Using Matrices to Solve Simultaneous Linear Equations.mp4 39.9 MB
05 Matrix Algebra and Operations/029 Matrix Algebra - Matrix Multiplication.mp4 35.0 MB
07 Inverse of a Matrix/038 Importance of Inverse in solving Linear Systems.mp4 33.6 MB
02 Basics of Matrices/007 Solving Linear Systems in 3 Unknowns - 006.mp4 31.5 MB
06 Determinant of a Matrix/032 Determinant of a 2x2 Matrix.mp4 31.1 MB
03 Basics of Matrices (Continued)/010 Addition and Subtraction of Matrices.mp4 30.0 MB
03 Basics of Matrices (Continued)/009 Types of Matrices.mp4 27.8 MB
04 Matrices and Systems of Linear Equations/021 Systems of Linear Equations.mp4 23.5 MB

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【影视】 Machine Learning Basics Practical Linear Regression in R

收录时间:2021-03-09 文档个数:84 文档大小:788.3 MB 最近下载:2025-05-15 人气:2038 磁力链接

[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/6. GLM Preview Logistic Regression Model & Accuracy Assessment.mp4 86.9 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/1. Lab Multiple linear regression - model estimation in R.mp4 63.1 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/5. ANOVA - Categorical variables with more than two levels in linear regressions.mp4 57.2 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/2. Lab your first linear regression model.mp4 55.9 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/1. Introduction/2. Introduction to Regression Analysis and Linear Regression.mp4 51.5 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/2. Software used in this course R-Studio and Introduction to R/3. Lab Get started with R in RStudio.mp4 50.0 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/1. Introduction/4. What is Machine Leraning and it's main types.mp4 49.1 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/3. Lab Multiple linear regression with interaction in R.mp4 46.7 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/5. Linear Regression Diagnostics.mp4 45.3 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/2. Software used in this course R-Studio and Introduction to R/2. How to install R and RStudio in 2020.mp4 40.6 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/8. Lab Receiver operating characteristic (ROC) curve and AUC.mp4 38.5 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/9. Prediction model evaluation with data split out-of-sample RMSE.mp4 32.7 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/4. Lab Regression with Categorical Variables Dummy Coding Essentials in R.mp4 31.1 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/8. Lab Predict with linear regression model & RMSE as in-sample error.mp4 25.5 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/4. More types of linear regression models in R/2. Lab Multiple linear regression - prediction in R.mp4 19.8 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/1. Introduction/1. Introduction.mp4 18.1 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/1. Getting started with linear regression.mp4 16.9 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/3. Correlation in Regression Analysis in R Lab.mp4 13.7 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/2. Software used in this course R-Studio and Introduction to R/1. What is R and RStudio.mp4 12.8 MB
[TutsNode.com] - Machine Learning Basics Practical Linear Regression in R/3. Linear Regression in R/4. How to know if the model is best fit for your data - An overview.mp4 9.6 MB

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~Get Your Files Here !/6. Linear Kalman Filter/15. 2D Tracker Filter Tuning.mp4 138.8 MB
~Get Your Files Here !/6. Linear Kalman Filter/3. How Does the Linear Kalman Filter Work.mp4 116.1 MB
~Get Your Files Here !/4. Dynamic Systems/1. Differential Equations.mp4 86.3 MB
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~Get Your Files Here !/6. Linear Kalman Filter/11. 2D Tracker Update Step Explaination.mp4 64.4 MB
~Get Your Files Here !/6. Linear Kalman Filter/8. 2D Tracker Prediction Step Explaination.mp4 63.9 MB
~Get Your Files Here !/7. Pendulum Example/4. Kalman Filter Performance and Tuning.mp4 59.0 MB
~Get Your Files Here !/6. Linear Kalman Filter/4. 2D Tracker Example Problem Overview.mp4 55.7 MB
~Get Your Files Here !/3. Probability/12. Multiple Random Variables.mp4 49.8 MB
~Get Your Files Here !/5. Least Squares Estimation/3. Recursive Least Squares.mp4 47.2 MB
~Get Your Files Here !/6. Linear Kalman Filter/14. Kalman Filter Tuning.mp4 46.5 MB
~Get Your Files Here !/6. Linear Kalman Filter/7. 2D Tracker Prediction Step.mp4 43.8 MB
~Get Your Files Here !/6. Linear Kalman Filter/9. Kalman Filter Update Step.mp4 43.3 MB
~Get Your Files Here !/6. Linear Kalman Filter/13. 2D Tracker Initial Condition Explaination.mp4 42.9 MB
~Get Your Files Here !/5. Least Squares Estimation/1. Estimation of a Constant.mp4 41.8 MB
~Get Your Files Here !/5. Least Squares Estimation/2. Weighted Least Squares.mp4 40.6 MB
~Get Your Files Here !/3. Probability/3. Conditional Probability.mp4 39.3 MB
~Get Your Files Here !/7. Pendulum Example/3. Kalman Filter Model Implementation.mp4 39.3 MB
~Get Your Files Here !/3. Probability/2. Mutual Exclusivity.mp4 38.2 MB
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~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/10. Numericals on Linear Programming (Level - 2) Solved Questions - 5.mp4 487.3 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/11. Numericals on Linear Programming (Level - 3) Solved Questions - 6.mp4 273.9 MB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/4. Graphical Solution of Two Variable Linear Programming Problem.mp4 177.5 MB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/3. Graph of Linear Inequation Part - 2.mp4 151.9 MB
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~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/7. Numericals on Linear inequations and Lpp (Level - 1) Question - 5.mp4 145.4 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/5. Numericals on Linear inequations and Lpp (Level - 1) Question - 3.mp4 132.3 MB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/1. Terms of Linear Programming.mp4 127.7 MB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/2. Graph of Linear Inequation Part - 1.mp4 110.2 MB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/5. Convex Set.mp4 90.4 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/8. Numericals on Linear inequations and Lpp (Level - 1) Question - 6.mp4 76.1 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/3. Numericals on Linear inequations and Lpp (Level - 1) Question - 2A.mp4 72.5 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/4. Numericals on Linear inequations and Lpp (Level - 1) Question - 2B.mp4 68.6 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/1. Numericals on Linear inequations and Lpp (Level - 1) Question - 1A.mp4 59.8 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/9. Numericals on Linear inequations and Lpp (Level - 1) Question - 7.mp4 46.5 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/2. Numericals on Linear inequations and Lpp (Level - 1) Question - 1B.mp4 39.0 MB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/5.1 Practice Questions Paper - 1 Answers.pdf 151.6 kB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/5.3 Practice Questions Paper - 2 Answers.pdf 144.8 kB
~Get Your Files Here !/1. Linear Inequalities & Linear Programming/5.2 Practice Questions Paper - 1.pdf 107.5 kB
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05 - data-visualisations.mp4 37.6 MB
06 - model-building.mp4 37.0 MB
08 - model-fitness-and-validation-1.mp4 25.4 MB
09 - model-fitness-and-validation-2.mp4 21.3 MB
02 - understanding-machine-learning.mp4 21.0 MB
04 - csv-file-upload-and-data-analysis.mp4 20.6 MB
07 - assumptions-of-linear-regression.mp4 19.0 MB
03 - introduction-to-linear-regression.mp4 18.5 MB
01 - welcome-to-the-course.mp4 7.4 MB
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4. Matrizes/8. Operações com Matrizes.mp4 86.6 MB
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1. Introdução/3. Por que o Python.mp4 73.4 MB
12. Autovalores e Autovetores/2. Conceito de autovalores e autovetores.mp4 72.9 MB
13. Conteúdo EXTRA/1. Criptografia com Matrizes.mp4 65.4 MB
4. Matrizes/12. Aplicação com Cadeias de Markov.mp4 61.5 MB
12. Autovalores e Autovetores/5. Série de Fibonacci - Parte 1.mp4 58.9 MB
12. Autovalores e Autovetores/3. Autovalores e Autovetores com Python.mp4 58.1 MB
10. Combinação Linear/6. Aplicação Otimização de Carteira de investimentos Parte 2.mp4 54.3 MB
4. Matrizes/11. Operações com Matrizes no Python.mp4 53.0 MB
8. Solução de Sistemas Lineares (SL)/1. Classificação para solução de SL.mp4 52.1 MB
11. Transformação Linear (TL)/1. Conceito e utilidade da transformação linear.mp4 52.1 MB
1. Introdução/6. Bibliotecas Python.mp4 49.2 MB
10. Combinação Linear/4. Base de um espaço vetorial.mp4 47.4 MB
10. Combinação Linear/1. Definição de Combinação Linear.mp4 44.4 MB
10. Combinação Linear/2. Dependência Linear.mp4 44.2 MB
11. Transformação Linear (TL)/4. Exemplos de Transformação linear com Python.mp4 44.0 MB
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1-Linear Regression/26-Stata - Applied Examples.mp4 302.8 MB
2-Non-Linear Regression/49-Stata - Applied Logit and Probit Examples.mp4 271.2 MB
3-Regression Modelling/63-Dealing with Missing Data in Regression - Practical Examples.mp4 238.7 MB
3-Regression Modelling/57-Using Time in Regression - Practical Examples.mp4 169.5 MB
3-Regression Modelling/55-How to use and Interpret Interaction Effects - Practical Examples.mp4 167.4 MB
3-Regression Modelling/59-Categorical Explanatory Variables in Regression - Practical Examples.mp4 159.5 MB
3-Regression Modelling/53-Non-Linear Shapes in Regression - Practical Examples.mp4 156.7 MB
3-Regression Modelling/61-Dealing with Multicollinearity in Regression - Practical Examples.mp4 127.8 MB
3-Regression Modelling/51-Regression Modelling - Don't Rush it.mp4 114.1 MB
3-Regression Modelling/62-Dealing with Missing Data in Regression.mp4 108.3 MB
3-Regression Modelling/58-Categorical Explanatory Variables in Regression.mp4 101.9 MB
3-Regression Modelling/56-Using Time in Regression.mp4 101.8 MB
3-Regression Modelling/52-Non-Linear Shapes in Regression.mp4 81.0 MB
2-Non-Linear Regression/44-Multiple Non-Linear Regression.mp4 70.3 MB
1-Linear Regression/12-Lines of Best Fit.mp4 68.7 MB
3-Regression Modelling/60-Dealing with Multicollinearity in Regression.mp4 66.3 MB
3-Regression Modelling/54-How to use and Interpret Interaction Effects.mp4 64.0 MB
1-Linear Regression/16-Ordinary Least Squares (OLS) Visual â€“ Part 2.mp4 62.9 MB
3-Regression Modelling/50-Introduction.mp4 40.1 MB
2-Non-Linear Regression/45-Goodness-of-Fit.mp4 36.3 MB

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~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/2. Training a simple regression model for mobile devices.mp4 98.9 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/6. Creating a new Android Studio Project and GUI of Application.mp4 98.6 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/7. Adding Tensorflow Lite Library In Android & Loading Tensorflow Lite Model.mp4 97.8 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/3. Data Normalization in Android.mp4 96.9 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/4. Data Normalization in Android.mp4 90.2 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/2. What we have done so far.mp4 88.3 MB
~Get Your Files Here !/9. Training a house price prediction Model/3. Loading dataset for training tflite model.mp4 87.1 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/3. Loading Dataset in Python for Model Training.mp4 82.0 MB
~Get Your Files Here !/9. Training a house price prediction Model/4. Training & Evaluating house price prediction model.mp4 82.0 MB
~Get Your Files Here !/3. Python A simple overview/2. Python Introduction & its datatypes.mp4 77.8 MB
~Get Your Files Here !/7. Fuel Efficiency Prediction Training an advance regression model/7. Training Fuel Efficiency Prediction Model in Tensorflow.mp4 77.0 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/3. Loading Tensorflow Lite models in Android.mp4 72.2 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/2. Starter Application Overview.mp4 70.5 MB
~Get Your Files Here !/10. Building House Price Prediction Android Application/4. Passing Input to house price prediction model in Android.mp4 69.4 MB
~Get Your Files Here !/6. Train a simple Regression Model and build Android Application/8. Passing Input to Tensorflow Lite Model in Android and Getting Output.mp4 67.4 MB
~Get Your Files Here !/8. Fuel Efficiency Prediction Android Application/5. Passing input to Tensorflow Lite model in Android and getting output.mp4 65.5 MB
~Get Your Files Here !/5. Tensorflow and Tensorflow Lite/5. Random Values in Tensorflow.mp4 65.1 MB
~Get Your Files Here !/3. Python A simple overview/3. Lists in Python.mp4 59.2 MB
~Get Your Files Here !/2. Machine Learning & Deep Learning Introduction/4. Deep Learning and regression models training.mp4 53.5 MB
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【影视】 Lynda - Drawing Vector Graphics - Linear Line Illustration

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Exercise Files/Ch 1/FreeStyle_Linear_Drawing_Challenge/Challenge_Solutions/FreeStyle_Linear_Drawing_Challenge.ai 10.7 MB
Exercise Files/Ch 1/FreeStyle_Linear_Drawing_Challenge/Challenge_Solutions/Refined_Sketches.tiff 2.5 MB
Exercise Files/Ch 1/FreeStyle_Linear_Drawing_Challenge/FreeStyle_Linear_Drawing_Challenge.pdf 69.3 kB
Exercise Files/Ch 1/How-To_Haikus_Poster/How-To_Haikus_Poster.ai 7.3 MB
Exercise Files/Ch 1/Looped_Linear_Illustration/Looped_Linear_Illustration.ai 5.8 MB
Exercise Files/Ch 1/Looped_Linear_Illustration/Refined_Sketch.tif 5.5 MB
Exercise Files/Ch 1/Open_Animated_Linear/Opening_Animated_Linear.ai 879.5 kB
Exercise Files/Ch 1/Open_Animated_Linear/Refined_Sketch.tiff 668.4 kB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Building_Complex_Linear_Line_Illustration/Building_Complex_Linear_Line_Illustration.ai 3.8 MB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Building_Complex_Linear_Line_Illustration/Refined_Sketch.tiff 178.9 kB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Building_Simple_Linear_Line_Illustration/Building_Simple_Linear_Line_Illustration.ai 3.1 MB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Building_Simple_Linear_Line_Illustration/Refined_Sketch.tiff 749.8 kB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Shape_Building_Linear_Line_Illustration/Rain_Texture.tif 1.2 MB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Shape_Building_Linear_Line_Illustration/Refined_Sketch.tiff 1.3 MB
Exercise Files/Ch 2/Building_Your_Linear_Line_Illustration/Shape_Building_Linear_Line_Illustration/Shape_Building_Linear_Line_Illustration.ai 4.5 MB
Exercise Files/Ch 2/Linear_Line_Coloring_Tips_and_Tricks/Brushes_and_Linear_Line_Illustrations/Brushes_and_Linear_Line_Illustrations.ai 16.7 MB
Exercise Files/Ch 2/Linear_Line_Coloring_Tips_and_Tricks/Coloring_and_Detail_Linear_Effects/cloud.tif 1.7 MB
Exercise Files/Ch 2/Linear_Line_Coloring_Tips_and_Tricks/Coloring_and_Detail_Linear_Effects/Coloring_and_Detail_Linear_Effects.ai 14.7 MB
Exercise Files/Ch 2/Linear_Line_Coloring_Tips_and_Tricks/Coloring_and_Detail_Linear_Effects/Textured_Background.jpg 7.0 MB
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VIDEO_TS/VTS_01_1.VOB 1.1 GB
VIDEO_TS/VTS_01_2.VOB 1.1 GB
VIDEO_TS/VTS_01_3.VOB 1.1 GB
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VIDEO_TS/VTS_04_1.VOB 68.4 MB
VIDEO_TS/VTS_01_4.VOB 8.4 MB
VIDEO_TS/VTS_02_1.VOB 7.2 MB
VIDEO_TS/VTS_03_1.VOB 1.7 MB
StickingTime_LinearTime_RhythmAndMeter.pdf 430.7 kB
VIDEO_TS/VIDEO_TS.VOB 116.7 kB
VIDEO_TS/VTS_02_0.VOB 116.7 kB
VIDEO_TS/VTS_03_0.VOB 116.7 kB
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VIDEO_TS/VTS_02_0.BUP 18.4 kB
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【影视】 [FreeCourseSite.com] Udemy - Complete Linear Regression Analysis in Python

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6. Linear Regression/22. Ridge regression and Lasso in Python.mp4 164.2 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 129.9 MB
5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4 119.3 MB
6. Linear Regression/3. Assessing accuracy of predicted coefficients.mp4 109.5 MB
6. Linear Regression/11. Multiple Linear Regression in Python.mp4 92.4 MB
6. Linear Regression/20. Subset selection techniques.mp4 91.4 MB
5. Data Preprocessing/10. Outlier Treatment in Python.mp4 90.8 MB
5. Data Preprocessing/23. Correlation Analysis.mp4 85.3 MB
2. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.mp4 84.6 MB
6. Linear Regression/5. Simple Linear Regression in Python.mp4 82.5 MB
5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 82.4 MB
5. Data Preprocessing/7. EDD in Python.mp4 78.7 MB
2. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.mp4 77.3 MB
2. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4 76.6 MB
5. Data Preprocessing/24. Correlation Analysis in Python.mp4 71.3 MB
3. Basics of Statistics/3. Describing data Graphically.mp4 68.6 MB
6. Linear Regression/8. The F - statistic.mp4 67.2 MB
6. Linear Regression/17. Test train split in Python.mp4 60.6 MB
2. Setting up Python and Jupyter Notebook/8. Working with Pandas Library of Python.mp4 59.2 MB
2. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4 56.8 MB

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14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4 137.3 MB
13. Singular value decomposition/5. Spectral theory of matrices.mp4 122.2 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4 112.0 MB
7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4 104.6 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp4 104.4 MB
5. Matrix rank/4. Computing rank theory and practice.mp4 94.7 MB
6. Matrix spaces/2. Column space of a matrix.mp4 90.7 MB
9. Matrix inverse/5. Computing the inverse via row reduction.mp4 89.7 MB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4 89.7 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4 85.3 MB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4 85.3 MB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 83.0 MB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.mp4 82.5 MB
2. Vectors/9. Dot product geometry sign and orthogonality.mp4 80.9 MB
9. Matrix inverse/7. Left inverse and right inverse.mp4 80.4 MB
4. Matrix multiplications/7. Matrix-vector multiplication.mp4 79.5 MB
2. Vectors/26. Linear independence.mp4 79.4 MB
10. Projections and orthogonalization/3. Projections in R^N.mp4 79.2 MB
13. Singular value decomposition/2. Singular value decomposition (SVD).mp4 78.0 MB

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