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18 Ensemble technique 3 - GBM, AdaBoost and XGBoost/004 XGBoosting in R.mp4 195.5 MB
22 Creating Support Vector Machine Model in R/005 Classification SVM model using Linear Kernel.mp4 175.0 MB
07 Regression models other than OLS/005 Ridge regression and Lasso in R.mp4 130.0 MB
22 Creating Support Vector Machine Model in R/010 SVM based Regression Model in R.mp4 130.0 MB
04 Intorduction to Machine Learning/001 Introduction to Machine Learning.mp4 129.3 MB
14 Simple Decision Trees/008 Building a Regression Tree in R.mp4 127.8 MB
02 Setting up R Studio and R crash course/008 Creating Barplots in R.mp4 122.9 MB
05 Data Preprocessing for Regression Analysis/012 Bi-variate Analysis and Variable Transformation.mp4 118.6 MB
05 Data Preprocessing for Regression Analysis/006 EDD in R.mp4 117.4 MB
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05 Data Preprocessing for Regression Analysis/018 Correlation Matrix in R.mp4 99.5 MB
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【影视】 [GigaCourse.Com] Udemy - Mathematical Foundations of Machine Learning

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4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues.mp4 400.5 MB
8 - Automatic Differentiation/76 - Machine Learning with Autodiff.mp4 385.4 MB
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8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph.mp4 212.4 MB
4 - Eigenvectors and Eigenvalues/33 - Affine Transformations.mp4 176.7 MB
9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error.mp4 174.5 MB
1 - Data Structures for Linear Algebra/6 - Scalars.mp4 167.5 MB
9 - Partial Derivative Calculus/86 - PointbyPoint Regression.mp4 162.3 MB
5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse.mp4 140.7 MB
1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is.mp4 139.5 MB
3 - Matrix Properties/27 - Matrix Inversion.mp4 135.8 MB
9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost.mp4 129.6 MB
4 - Eigenvectors and Eigenvalues/31 - Segment Intro.mp4 126.0 MB
3 - Matrix Properties/24 - Matrix Multiplication.mp4 119.6 MB
7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits.mp4 119.5 MB
1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors.mp4 112.6 MB
6 - Limits/55 - Calculating Limits.mp4 107.3 MB
5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse.mp4 102.5 MB
5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD.mp4 101.7 MB

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【影视】 Become A Learning Machine 2.0 Read 300 Books This Year

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[TutsNode.com] - Become A Learning Machine 2.0 Read 300 Books This Year/04 - PART 3 Create Your Curriculum/002 Warren Buffett On What To Read.mp4 177.2 MB
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[TutsNode.com] - Become A Learning Machine 2.0 Read 300 Books This Year/01 - INTRODUCTION Why To Read 300 Books This Year/001 You CAN Read 300 Books This Year.mp4 118.8 MB
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5. A Closer Look at the Machine Learning Process/6. Training and Testing a Model.mp4 9.6 MB
4. The Machine Learning Process/4. Example Machine Learning Scenarios.mp4 8.7 MB
3. What Is Machine Learning/2. Finding Patterns.mp4 6.1 MB
4. The Machine Learning Process/3. Illustrating the Machine Learning Process.mp4 5.6 MB
3. What Is Machine Learning/4. Why Is Machine Learning So Hot Right Now.mp4 5.1 MB
4. The Machine Learning Process/2. Asking the Right Question.mp4 4.6 MB
5. A Closer Look at the Machine Learning Process/3. Data Pre-processing.mp4 4.3 MB
5. A Closer Look at the Machine Learning Process/8. Implementing Machine Learning.mp4 3.7 MB
5. A Closer Look at the Machine Learning Process/4. Categorizing Machine Learning Problems.mp4 3.7 MB
1. Course Overview/1. Course Overview.mp4 3.6 MB
3. What Is Machine Learning/5. The Ethics of Machine Learning.mp4 3.2 MB
5. A Closer Look at the Machine Learning Process/2. Some Terminology.mp4 3.0 MB
3. What Is Machine Learning/1. Getting Started.mp4 2.9 MB
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5. A Closer Look at the Machine Learning Process/5. Styles of Machine Learning Algorithms.mp4 1.8 MB
2. Introduction/1. Introduction.mp4 1.7 MB
3. What Is Machine Learning/3. Machine Learning in a Nutshell.mp4 1.4 MB
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