- 【影视】 [FreeCourseSite.com] Udemy - Easy Statistics Linear and Non-Linear Regression
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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 – 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 !/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
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~Get Your Files Here !/1. Linear Inequalities & Linear Programming/3. Graph of Linear Inequation Part - 2.mp4 151.9 MB
~Get Your Files Here !/2. Numericals (level 1 level 2 level 3)/6. Numericals on Linear inequations and Lpp (Level - 1) Question - 4.mp4 145.9 MB
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~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
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6. Appendix/3. Windows-Focused Environment Setup 2018.mp4 195.3 MB
6. Appendix/11. What order should I take your courses in (part 2).mp4 85.6 MB
6. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
6. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.1 MB
6. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.9 MB
6. Appendix/11. What order should I take your courses in (part 2).vtt 39.5 MB
3. Multiple linear regression and polynomial regression/2. Define the multi-dimensional problem and derive the solution.mp4 37.8 MB
1. Welcome/1. Welcome.mp4 33.6 MB
6. Appendix/10. What order should I take your courses in (part 1).mp4 30.7 MB
1. Welcome/2. Introduction and Outline.mp4 29.8 MB
2. 1-D Linear Regression Theory and Code/2. Define the model in 1-D, derive the solution.mp4 25.9 MB
6. Appendix/5. How to Code by Yourself (part 1).mp4 25.7 MB
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2. 1-D Linear Regression Theory and Code/1. Define the model in 1-D, derive the solution (Updated Version).mp4 20.3 MB
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2. 1-D Linear Regression Theory and Code/7. Demonstrating Moore's Law in Code.mp4 18.3 MB
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6. Appendix/12. Python 2 vs Python 3.mp4 17.7 MB
3. Multiple linear regression and polynomial regression/5. Polynomial regression - extending linear regression (with Python code).mp4 17.2 MB
3. Multiple linear regression and polynomial regression/4. Coding the multi-dimensional solution in Python.mp4 15.6 MB
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Lesson-1-Matrices-Elements-and-Transpose.cfm-rtmp_video_zkypljjp0vf.flv 64.2 MB
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Lesson-7-Special-Matrices.cfm-rtmp_video_f4qqsxkluue.flv 62.7 MB
Lesson-4-Matrix-Multiplication.cfm-rtmp_video_qzoxlyvpxis.flv 57.5 MB
Lesson-8-Unit-Vectors-in-any-Direction.cfm-rtmp_video_knvdce11yyh.flv 56.8 MB
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Lesson-6-Special-Matrices.cfm-rtmp_video_ourydapyph2.flv 51.9 MB
Lesson-19-Solving-Systems-of-Equations-with-Inverse-Matrices.cfm-rtmp_video_5j2huf1i250.flv 48.3 MB
Lesson-17-Inverse-of-a-2x2-Matrix.cfm-rtmp_video_hvh23nrjope.flv 45.7 MB
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09Determinants - Cofactor Expansions.mkv 116.9 MB
11Vectors in Rn - n-Vector.mkv 103.6 MB
12Vectors in Rn - Linear Transformation.mkv 96.1 MB
10Vectors in Rn - Vectors in the Plane.mkv 92.1 MB
16Real Vector Spaces - Subspaces.mkv 85.7 MB
04Linear Equations and Matrices - Properties of Matrix Operation.mkv 85.0 MB
15Real Vector Spaces - Vector Spaces.mkv 83.1 MB
03Linear Equations and Matrices - Dot Product & Matrix Multiplication.mkv 81.9 MB
07Linear Equations and Matrices - Inverse of a Matrix.mkv 78.9 MB
01Linear Equations and Matrices - Linear Systems.mkv 76.7 MB
05Linear Equations and Matrices - Solutions of Linear Systems, Part 1.mkv 75.1 MB
28Eigenvalues and Eigenvectors - Eigenvalues and Eigenvectors.mkv 75.0 MB
14Vectors in Rn - Lines and Planes.mkv 74.4 MB
21Real Vector Spaces - Rank of a Matrix, Part 1.mkv 68.8 MB
13Vectors in Rn - Linear Transformations, Part 2.mkv 67.1 MB
27Real Vector Spaces - Orthogonal Complements, Part 2.mkv 66.5 MB
23Real Vector Spaces - Coordinates of a Vector.mkv 66.4 MB
34Linear Transformations - Matrix of a Linear Map.mkv 65.5 MB
17Real Vector Spaces - Spanning Set for a Vector Space.mkv 65.3 MB
25Real Vector Spaces - Orthonormal Bases in n-Space.mkv 64.5 MB
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00016 - Mesh Refinement and Convergence - Global Mesh Refinement.mp4 26.2 MB
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00010 - Results - Reviewing Plots.mp4 15.1 MB
00017 - Mesh Refinement and Convergence - Local Mesh Refinement.mp4 14.4 MB
00014 - Results - Outputting Results.mp4 13.9 MB
00012 - Results - Creating Plots.mp4 13.3 MB
00011 - Results - Plot Tools.mp4 13.0 MB
00005 - Study Setup - Materials.mp4 12.4 MB
00008 - Study Setup - Mesh.mp4 10.7 MB
00013 - Results - Other Results.mp4 8.0 MB
00006 - Study Setup - Fixtures.mp4 7.6 MB
00003 - Study Setup - FEA Basics.mp4 7.0 MB
00007 - Study Setup - Loads.mp4 5.8 MB
00001 - Course Overview - Course Overview.mp4 4.5 MB
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solidworks-simulation-linear-static-part-analysis.zip 1.7 MB
00015 - Mesh Refinement and Convergence - Mesh Refinement and Convergence Module Overview.mp4 1.2 MB
00009 - Results - Results Module Overview.mp4 1.1 MB
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31 Change of basis; image compression.flv 208.1 MB
29 Singular value decomposition.flv 207.2 MB
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19 Determinant formulas and cofactors.flv 198.5 MB
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17 Orthogonal matrices and Gram-Schmidt.flv 197.3 MB
20 Cramer's rule, inverse matrix, and volume.flv 192.1 MB
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30 Linear transformations and their matrices.flv 179.4 MB
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6. Appendix/3. Windows-Focused Environment Setup 2018.mp4 195.3 MB
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Complete linear algebra theory and implementation/14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4 85.3 MB
Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4 83.5 MB
Complete linear algebra theory and implementation/13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 83.0 MB
Complete linear algebra theory and implementation/13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.mp4 82.5 MB
Complete linear algebra theory and implementation/9. Matrix inverse/7. Left inverse and right inverse.mp4 80.4 MB
Complete linear algebra theory and implementation/10. Projections and orthogonalization/3. Projections in R^N.mp4 79.2 MB
Complete linear algebra theory and implementation/12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.mp4 77.4 MB
Complete linear algebra theory and implementation/12. Eigendecomposition/3. Finding eigenvalues.mp4 76.7 MB
Complete linear algebra theory and implementation/13. Singular value decomposition/7. Convert singular values to percent variance.mp4 76.5 MB
Complete linear algebra theory and implementation/2. Vectors/23. Linear independence.mp4 75.6 MB
Complete linear algebra theory and implementation/6. Matrix spaces/2. Column space of a matrix.mp4 75.5 MB
Complete linear algebra theory and implementation/2. Vectors/8. Dot product geometry sign and orthogonality.mp4 74.7 MB
Complete linear algebra theory and implementation/12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4 73.7 MB
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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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Module 3 Reactive Circuits/4 - 11 - Extra Problems RL Circuit.mp4 63.9 MB
Module 4 Frequency Analysis/5 - 17 - Extra Problem AC Circuit Analysis 2.mp4 37.6 MB
Module 2 Resistive Circuits/3 - 19 - Extra Thevenin.mp4 36.1 MB
Module 2 Resistive Circuits/3 - 6 - 2.6 Lab Demo Resistor Connections.mp4 35.2 MB
Module 2 Resistive Circuits/3 - 17 - Extra Mesh.mp4 32.7 MB
Module 3 Reactive Circuits/4 - 16 - 3.14 Lab Demo Applications of Capacitance.mp4 32.7 MB
Module 3 Reactive Circuits/4 - 17 - Extra Problems RC Circuit.mp4 30.3 MB
Module 4 Frequency Analysis/5 - 16 - Extra Problem AC Circuit Analysis I.mp4 30.3 MB
Module 2 Resistive Circuits/3 - 18 - Extra Node.mp4 30.2 MB
Module 2 Resistive Circuits/3 - 16 - Extra Simultaneous Equations.mp4 28.8 MB
Module 3 Reactive Circuits/4 - 8 - 3.8 Lab Demo RC Circuit.mp4 27.1 MB
Module 2 Resistive Circuits/3 - 13 - 2.13 Application Resistors in Sensors.mp4 26.0 MB
Module 2 Resistive Circuits/3 - 10 - 2.10 Systematic Solution Methods Part 2.mp4 25.4 MB
Module 3 Reactive Circuits/4 - 19 - Extra Problems RLC Circuit.mp4 25.0 MB
Module 4 Frequency Analysis/5 - 4 - 4.4 AC Analysis with Impedance.mp4 24.3 MB
Module 4 Frequency Analysis/5 - 17 - Extra Problem Freq. Response Bode.mp4 22.7 MB
Module 4 Frequency Analysis/5 - 16 - 4.9 Frequency Response Bode.mp4 22.5 MB
Module 2 Resistive Circuits/3 - 9 - 2.9 Systematic Solution Methods Part 1.mp4 22.4 MB
Module 4 Frequency Analysis/5 - 15 - Extra Problem Impedance.mp4 22.0 MB
Module 3 Reactive Circuits/4 - 15 - 3.13 Lab Demo RLC Circuit.mp4 21.7 MB
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1056-24 - General Vector Spaces: More to Explore - Mastering Linear Algebra: An Introduction with Applications.mp4 324.6 MB
1056-12 - The Invertible Matrix Theorem - Mastering Linear Algebra: An Introduction with Applications.mp4 323.0 MB
1056-18 - Differential Equations: New Applications - Mastering Linear Algebra: An Introduction with Applications.mp4 314.6 MB
1056-20 - Markov Chains: Hopping Around - Mastering Linear Algebra: An Introduction with Applications.mp4 311.9 MB
1056-23 - Singular Value Decomposition: So Cool - Mastering Linear Algebra: An Introduction with Applications.mp4 309.4 MB
1056-19 - Orthogonality: Squaring Things Up - Mastering Linear Algebra: An Introduction with Applications.mp4 307.9 MB
1056-16 - Diagonalizability - Mastering Linear Algebra: An Introduction with Applications.mp4 303.5 MB
1056-04 - Matrix Operations - Mastering Linear Algebra: An Introduction with Applications.mp4 299.6 MB
1056-08 - Span and Linear Dependence - Mastering Linear Algebra: An Introduction with Applications.mp4 296.6 MB
1056-21 - Multivariable Calculus: Derivative Matrix - Mastering Linear Algebra: An Introduction with Applications.mp4 296.1 MB
1056-11 - Invertible Matrices: Undoing What You Did - Mastering Linear Algebra: An Introduction with Applications.mp4 286.5 MB
1056-13 - Determinants: Numbers That Say a Lot - Mastering Linear Algebra: An Introduction with Applications.mp4 284.8 MB
1056-17 - Population Dynamics: Foxes and Rabbits - Mastering Linear Algebra: An Introduction with Applications.mp4 283.9 MB
1056-15 - Eigenvectors and Eigenvalues: Geometry - Mastering Linear Algebra: An Introduction with Applications.mp4 281.2 MB
1056-09 - Subspaces: Special Subsets to Look For - Mastering Linear Algebra: An Introduction with Applications.mp4 279.6 MB
1056-10 - Bases: Basic Building Blocks - Mastering Linear Algebra: An Introduction with Applications.mp4 277.4 MB
1056-03 - Linear Geometry: Dots and Crosses - Mastering Linear Algebra: An Introduction with Applications.mp4 270.1 MB
1056-05 - Linear Transformations - Mastering Linear Algebra: An Introduction with Applications.mp4 269.5 MB
1056-06 - Systems of Linear Equations - Mastering Linear Algebra: An Introduction with Applications.mp4 268.8 MB
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wbmv6-random-linear-network-coding.mp4 677.5 MB
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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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Differential Equations and exp (At).mp4 42.6 MB
Exam #2 Problem Solving.mp4 40.8 MB
Geometry of Linear Algebra.mp4 37.9 MB
Exam #1 Problem Solving.mp4 34.0 MB
Subspaces of Three Dimensional Space.mp4 33.7 MB
Pseudoinverses.mp4 33.5 MB
Determinants and Volume.mp4 31.6 MB
Complex Matrices.mp4 29.8 MB
Positive Definite Matrices and Minim.mp4 29.4 MB
Exam #3 Problem Solving.mp4 29.3 MB
Determinants.mp4 29.3 MB
Symmetric Matrices and Positive Defi.mp4 29.0 MB
Graphs and Networks.mp4 28.6 MB
Change of Basis.mp4 28.4 MB
Final Exam Problem Solving.mp4 28.1 MB
Markov Matrices.mp4 27.0 MB
Computing the Singular Value Decompo.mp4 26.6 MB
An Overview of Key Ideas.mp4 26.3 MB
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