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

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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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【压缩文件】 [FreeCoursesOnline.Me] Coursera - Linear Algebra from Elementary to Advanced Specialization

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Matrix-algebra-determinants-and-eigenvectors.zip 277.7 MB
Linear-systems-and-matrix-equations.zip 248.9 MB
Orthogonality-and-diagonalization.zip 187.0 MB
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【影视】 [ TutSala.com ] Linkedin - NumPy Essential Training - 2 MatPlotlib and Linear Algebra Capabilities

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~Get Your Files Here !/03 - 2. Matplotlib Styling and Advanced Plots/02 - Advanced Matplotlib commands.mp4 14.5 MB
~Get Your Files Here !/05 - 4. Linear Algebra in NumPy/02 - Decomposition.mp4 13.8 MB
~Get Your Files Here !/05 - 4. Linear Algebra in NumPy/01 - Linear algebra capabilities in NumPy.mp4 13.6 MB
~Get Your Files Here !/02 - 1. Plotting with Matplotlib/02 - Matplotlib basics.mp4 12.8 MB
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~Get Your Files Here !/03 - 2. Matplotlib Styling and Advanced Plots/01 - Colors and styles.mp4 10.8 MB
~Get Your Files Here !/05 - 4. Linear Algebra in NumPy/03 - Polynomial mathematics.mp4 10.4 MB
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~Get Your Files Here !/05 - 4. Linear Algebra in NumPy/04 - Application Linear regression.mp4 9.3 MB
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~Get Your Files Here !/04 - 3. From Beginner to Advanced NumPy/02 - Introducing strides.mp4 8.4 MB
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~Get Your Files Here !/01 - Introduction/01 - Introduction.mp4 4.5 MB

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【影视】 Linear Algebra for Machine Learning

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[TutsNode.com] - Linear Algebra for Machine Learning/50-2.2 Scalars.mp4 1.0 GB
[TutsNode.com] - Linear Algebra for Machine Learning/32-5.1 Matrix-by-Vector Multiplication.mp4 793.4 MB
[TutsNode.com] - Linear Algebra for Machine Learning/16-4.4 Elimination Exercises.mp4 760.8 MB
[TutsNode.com] - Linear Algebra for Machine Learning/55-7.3 Eigenvectors in Python.mp4 735.0 MB
[TutsNode.com] - Linear Algebra for Machine Learning/38-7.2 Exercises.mp4 734.7 MB
[TutsNode.com] - Linear Algebra for Machine Learning/13-1.5 Exercise.mp4 682.8 MB
[TutsNode.com] - Linear Algebra for Machine Learning/15-4.2 Substitution Exercises.mp4 672.8 MB
[TutsNode.com] - Linear Algebra for Machine Learning/07-5.4 Exercises.mp4 660.4 MB
[TutsNode.com] - Linear Algebra for Machine Learning/31-5.2 Matrix-by-Matrix Multiplication.mp4 628.0 MB
[TutsNode.com] - Linear Algebra for Machine Learning/56-8.5 Eigendecomposition.mp4 464.9 MB
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[TutsNode.com] - Linear Algebra for Machine Learning/36-7.1 The Eigenconcept.mp4 422.3 MB
[TutsNode.com] - Linear Algebra for Machine Learning/34-5.5 Machine Learning and Deep Learning Applications.mp4 341.1 MB
[TutsNode.com] - Linear Algebra for Machine Learning/28-2.4 Norms and Unit Vectors.mp4 337.0 MB
[TutsNode.com] - Linear Algebra for Machine Learning/30-4.3 The Elimination Strategy.mp4 322.8 MB
[TutsNode.com] - Linear Algebra for Machine Learning/09-6.2 Matrix Inversion.mp4 319.6 MB
[TutsNode.com] - Linear Algebra for Machine Learning/41-8.3 Exercises.mp4 308.7 MB
[TutsNode.com] - Linear Algebra for Machine Learning/44-9.4 Regression via Pseudoinversion.mp4 302.0 MB
[TutsNode.com] - Linear Algebra for Machine Learning/25-2.3 Vectors and Vector Transposition.mp4 299.1 MB
[TutsNode.com] - Linear Algebra for Machine Learning/14-4.1 The Substitution Strategy.mp4 283.9 MB

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【影视】 [Tutorialsplanet.NET] Udemy - Excel Analytics Linear Regression Analysis in MS Excel

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1. Getting Data Ready for Regression Model/5. Discriptive Data Analytics in Excel.mp4 161.1 MB
2. Creating Regression Model/10. Excel Running Linear Regression using Solver.mp4 117.0 MB
1. Getting Data Ready for Regression Model/12. Dummy Variable Creation in Excel.mp4 113.1 MB
2. Creating Regression Model/3. Assessing accuracy of predicted coefficients.mp4 108.9 MB
1. Getting Data Ready for Regression Model/14. Creating Correlation Matrix in Excel.mp4 107.1 MB
2. Creating Regression Model/9. Creating Multiple Linear Regression model.mp4 102.2 MB
1. Getting Data Ready for Regression Model/13. Correlation Analysis.mp4 83.6 MB
1. Getting Data Ready for Regression Model/3. The Data and the Data Dictionary.mp4 82.1 MB
3. What-if analysis/1. Transportation Problem in Excel using Goal Seek.mp4 71.1 MB
2. Creating Regression Model/7. The F - statistic.mp4 66.9 MB
1. Getting Data Ready for Regression Model/7. Identifying and Treating Outliers in Excel.mp4 57.1 MB
1. Getting Data Ready for Regression Model/10. Variable Transformation in Excel.mp4 56.7 MB
1. Getting Data Ready for Regression Model/9. Identifying and Treating missing values in Excel.mp4 54.2 MB
2. Creating Regression Model/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 52.3 MB
2. Creating Regression Model/4. Assessing Model Accuracy RSE and R squared.mp4 51.9 MB
1. Getting Data Ready for Regression Model/11. Dummy variable creation Handling qualitative data.mp4 42.4 MB
2. Creating Regression Model/6. Multiple Linear Regression.mp4 40.5 MB
2. Creating Regression Model/5. Creating Simple Linear Regression model.mp4 32.6 MB
1. Getting Data Ready for Regression Model/6. Outlier Treatment.mp4 29.0 MB
1. Getting Data Ready for Regression Model/8. Missing Value Imputation.mp4 28.7 MB

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【影视】 [ FreeCourseWeb.com ] Udemy - Fundamentals of Linear Algebra for University Students

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~Get Your Files Here !/17. Matrices - Introduction/1. Matrices Fundamentals.mp4 72.3 MB
~Get Your Files Here !/23. Matrices - Matrix Diagonalization/3. Matrix Diagonalization - Example 2.mp4 53.5 MB
~Get Your Files Here !/20. Matrices - Matrix Determinant/2. Matrix Determinant - Properties.mp4 49.1 MB
~Get Your Files Here !/9. Vectors - Dot Product/4. Dot Product - Example 3.mp4 46.7 MB
~Get Your Files Here !/14. Vectors - Vectors Integration/4. Vectors Integration - Path Integrals.mp4 44.6 MB
~Get Your Files Here !/11. Vectors - Cross Product/1. Cross Product - Introduction.mp4 40.3 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/6. Vector Filed Divergence - Introduction.mp4 39.2 MB
~Get Your Files Here !/20. Matrices - Matrix Determinant/4. Matrix Determinant - Example 2.mp4 39.1 MB
~Get Your Files Here !/22. Matrices - Eigenvalues and Eigenvectors/2. Eigenvalues and Eigenvectors - Example.mp4 34.9 MB
~Get Your Files Here !/17. Matrices - Introduction/2. Matrices Rules - Introduction.mp4 32.3 MB
~Get Your Files Here !/5. Vectors - Bases/1. Bases.mp4 30.9 MB
~Get Your Files Here !/22. Matrices - Eigenvalues and Eigenvectors/1. Eigenvalues and Eigenvectors - Introduction.mp4 30.1 MB
~Get Your Files Here !/21. Matrices - Matrix Inverse/2. Matrix Inverse - Example.mp4 29.8 MB
~Get Your Files Here !/15. Vectors - Vectors Double Integration/2. Vectors Double Integration - Example.mp4 28.6 MB
~Get Your Files Here !/24. Tensors - Introduction/2. Tensors - Covariant vs. Contravariant Tensors.mp4 28.4 MB
~Get Your Files Here !/3. Vectors - Magnitude and Direction/1. Magnitude and Direction - Introduction.mp4 27.6 MB
~Get Your Files Here !/23. Matrices - Matrix Diagonalization/2. Matrix Diagonalization - Example 1.mp4 26.3 MB
~Get Your Files Here !/2. Vectors - Introduction/2. Vectors Fundamentals.mp4 25.7 MB
~Get Your Files Here !/14. Vectors - Vectors Integration/2. Vectors Integration - Example 1.mp4 25.6 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/8. Vector Filed Curl - Introduction.mp4 23.8 MB

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

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

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~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
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~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
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~Get Your Files Here !/linear-algebra-concepts-python/04_eigenvalues-and-eigenvectors/03_solving-applications/01_real-world-examples.mp4 18.4 MB
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【影视】 [ TutGee.com ] Skillshare - Data Analysis - What is Non-Linear Regression

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~Get Your Files Here !/17 Stata - Applied Logit and Probit Examples.mp4 125.7 MB
~Get Your Files Here !/01 Introduction.mp4 39.8 MB
~Get Your Files Here !/13 Goodness-of-Fit.mp4 18.7 MB
~Get Your Files Here !/12 Multiple Non-Linear Regression.mp4 14.9 MB
~Get Your Files Here !/07 The Linear Probability Model.mp4 13.1 MB
~Get Your Files Here !/05 Types of Non-Linear Regression models.mp4 11.4 MB
~Get Your Files Here !/11 Dummy Explanatory Variables.mp4 9.5 MB
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~Get Your Files Here !/02 What is Non-Linear Regression analysis.mp4 7.7 MB
~Get Your Files Here !/16 Back to the Linear Probability Model.mp4 7.1 MB
~Get Your Files Here !/06 Maximum Likelihood.mp4 6.2 MB
~Get Your Files Here !/14 A note about Logit Coefficients.mp4 5.9 MB
~Get Your Files Here !/08 The Logit and Probit Transformation.mp4 5.7 MB
~Get Your Files Here !/04 Why is Non-Linear Regression analysis useful.mp4 5.2 MB
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~Get Your Files Here !/03 How does Non-Linear Regression work.mp4 4.3 MB
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【其他】 Understanding and Applying Linear Regression

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19 - Implementing Simple Regression Models in Excel - Slope, Intercept, and Prediction.mp4.!qB 25.2 MB
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40 - Implementing Multiple Regression Models in Excel - Categorical Variables in Excel.mp4.!qB 22.7 MB
41 - Implementing Multiple Regression Models in R - Multiple Regression in R.mp4.!qB 19.7 MB
20 - Implementing Simple Regression Models in Excel - Poorly Specified Regression Models.mp4.!qB 18.2 MB
42 - Implementing Multiple Regression Models in R - Categorical Variables Without an Intercept in R.mp4.!qB 18.1 MB
39 - Implementing Multiple Regression Models in Excel - Multiple Regression with Linest.mp4.!qB 18.0 MB
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44 - Implementing Multiple Regression Models in Python - Categorical Variables.mp4.!qB 17.5 MB
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17 - Implementing Simple Regression Models in Excel - Violations of Regression Assumptions.mp4.!qB 16.5 MB
22 - Implementing Simple Regression Models in R - Data Frames in R.mp4.!qB 12.8 MB
36 - Implementing Multiple Regression Models in Excel - Standard Errors.mp4.!qB 12.8 MB
24 - Implementing Simple Regression Models in R - Prediction with Regression in R.mp4.!qB 12.0 MB
28 - Understanding Multiple Regression Models - Introducing Multiple Regression.mp4.!qB 11.7 MB
27 - Implementing Simple Regression Models in Python - Linear Regression as Machine Learning.mp4.!qB 11.7 MB
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