[GigaCourse.com] Udemy - Advanced Data Science Techniques in SPSS

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[GigaCourse.com] Udemy - Advanced Data Science Techniques in SPSS

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收录时间：2021-03-30
最近下载：2025-05-30

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文件列表

  • 01 Getting Started/001 Introduction.mp4 47.8 MB
  • 06 Growing Binary Trees (CART) in SPSS/045 Using Binary Trees for Future Predictions.mp4 36.1 MB
  • 04 K Nearest Neighbor in SPSS/027 Interpreting the results of the KNN analysis.mp4 30.4 MB
  • 06 Growing Binary Trees (CART) in SPSS/042 Interpreting the CART Classification Tree.mp4 29.7 MB
  • 11 Two-Step Cluster Analysis/067 Interpreting the Output of the Two-Step Cluster Analysis (2).mp4 26.3 MB
  • 02 Advanced Linear Regression Techniques/005 Interpreting the Results of the Stepwise Method.mp4 25.9 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/047 Interpreting a CHAID Regression Tree.mp4 21.8 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/052 Using Non-Binary Trees for Future Predictions.mp4 21.4 MB
  • 04 K Nearest Neighbor in SPSS/030 Using the KNN Model for Future Predictions.mp4 21.3 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/050 Interpreting a CHAID Classification Tree.mp4 21.1 MB
  • 09 Training a Multilayer Perceptron (MLP) in SPSS/058 Interpreting the Multilayer Perceptron.mp4 20.5 MB
  • 06 Growing Binary Trees (CART) in SPSS/036 Intepreting a Binary Regression Tree (1).mp4 19.7 MB
  • 03 Nonlinear Regression Analysis/015 Performing a Quadratic Regression in SPSS (1).mp4 19.5 MB
  • 06 Growing Binary Trees (CART) in SPSS/041 Growing a CART Classification Tree in SPSS.mp4 18.4 MB
  • 11 Two-Step Cluster Analysis/066 Interpreting the Output of the Two-Step Cluster Analysis (1).mp4 18.1 MB
  • 12 Survival Analysis/077 Executing the Cox Regression.mp4 16.5 MB
  • 02 Advanced Linear Regression Techniques/007 Interpreting the Results of the Forward Selection Method.mp4 14.7 MB
  • 04 K Nearest Neighbor in SPSS/026 Performing the KNN technique.mp4 14.5 MB
  • 05 Introduction to Decision Trees/031 What Are Decision Trees.mp4 14.3 MB
  • 03 Nonlinear Regression Analysis/017 Performing a Cubic Regression in SPSS (1).mp4 14.1 MB
  • 02 Advanced Linear Regression Techniques/009 Interpreting the Results of the Backward Selection Method.mp4 13.9 MB
  • 03 Nonlinear Regression Analysis/016 Performing a Quadratic Regression in SPSS (2).mp4 13.7 MB
  • 03 Nonlinear Regression Analysis/019 Performing an Inverse Regression in SPSS (1).mp4 13.5 MB
  • 09 Training a Multilayer Perceptron (MLP) in SPSS/057 Building a Multilayer Perceptron.mp4 12.6 MB
  • 09 Training a Multilayer Perceptron (MLP) in SPSS/060 Using the Multilayer Perceptron for Future Predictions.mp4 12.5 MB
  • 11 Two-Step Cluster Analysis/069 Using Your Clustering Model for Future Predictions.mp4 12.4 MB
  • 06 Growing Binary Trees (CART) in SPSS/035 Growing a Binary Regression Tree (CART).mp4 12.3 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/049 Building a CHAID Classification Tree.mp4 12.0 MB
  • 06 Growing Binary Trees (CART) in SPSS/037 Intepreting a Binary Regression Tree (2).mp4 11.9 MB
  • 12 Survival Analysis/078 Interpreting the Cox Regression.mp4 11.9 MB
  • 10 Training a Radial Basis Function (RBF) Neural Network in SPSS/062 Interpreting the RBF Network.mp4 10.9 MB
  • 03 Nonlinear Regression Analysis/022 Performing a Nonlinear Regression With a Logistic Relationship.mp4 10.9 MB
  • 05 Introduction to Decision Trees/032 Binary Trees (CART).mp4 10.9 MB
  • 02 Advanced Linear Regression Techniques/002 Introduction to Stepwise Regression.mp4 10.8 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/051 Growing a CHAID Classification Tree with Cross-Validation.mp4 10.8 MB
  • 03 Nonlinear Regression Analysis/021 Performing a Nonlinear Regression With an Exponential Relationship.mp4 10.7 MB
  • 12 Survival Analysis/070 What Is the Survival Analysis.mp4 10.5 MB
  • 02 Advanced Linear Regression Techniques/004 Executing the Stepwise Regression Method.mp4 10.3 MB
  • 06 Growing Binary Trees (CART) in SPSS/044 Interpreting the Cross-Validation Results for a Classification Tree.mp4 10.2 MB
  • 12 Survival Analysis/075 Interpreting the Results of the Kaplan-Meier Method (1).mp4 9.9 MB
  • 03 Nonlinear Regression Analysis/014 An Important Classification of the Nonlinear Relationships.mp4 9.8 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/046 Building a CHAID Regression Tree.mp4 9.7 MB
  • 02 Advanced Linear Regression Techniques/012 Interpreting the Results of the Remove Method.mp4 9.6 MB
  • 05 Introduction to Decision Trees/033 Non-Binary Trees (CHAID).mp4 9.5 MB
  • 10 Training a Radial Basis Function (RBF) Neural Network in SPSS/061 Building an RBF Neural Network.mp4 9.4 MB
  • 12 Survival Analysis/074 Executing the Kaplan-Meier Procedure.mp4 9.3 MB
  • 02 Advanced Linear Regression Techniques/010 Comparing Nested Models Using the Remove Method.mp4 9.2 MB
  • 10 Training a Radial Basis Function (RBF) Neural Network in SPSS/063 Using the RBF Network for Future Predictions.mp4 9.2 MB
  • 11 Two-Step Cluster Analysis/068 Examining the Evaluation Variables.mp4 9.0 MB
  • 04 K Nearest Neighbor in SPSS/024 Selecting the Optimal Number of Neighbors.mp4 8.9 MB
  • 07 Growing Non-Binary Trees (CHAID) in SPSS/048 Growing a CHAID Regression Tree with Cross-Validation.mp4 8.9 MB
  • 11 Two-Step Cluster Analysis/064 What is Two-Step Clustering.mp4 8.9 MB
  • 12 Survival Analysis/072 Introduction to the Cox Regression.mp4 8.1 MB
  • 02 Advanced Linear Regression Techniques/011 Executing the Regression Analysis with the Remove Method.mp4 8.0 MB
  • 03 Nonlinear Regression Analysis/018 Performing a Cubic Regression in SPSS (2).mp4 8.0 MB
  • 04 K Nearest Neighbor in SPSS/023 Introduction to K Nearest Neighbor (KNN).mp4 7.8 MB
  • 08 Introduction to Neural Networks/053 The Architecture of an Artificial Neural Network.mp4 7.8 MB
  • 09 Training a Multilayer Perceptron (MLP) in SPSS/059 Interpreting the ROC Curve.mp4 7.3 MB
  • 12 Survival Analysis/073 Our Practical Example.mp4 7.1 MB
  • 06 Growing Binary Trees (CART) in SPSS/043 Growing a CART Classification Tree with Cross-Validation.mp4 6.9 MB
  • 03 Nonlinear Regression Analysis/020 Performing an Inverse Regression in SPSS (2).mp4 6.7 MB
  • 08 Introduction to Neural Networks/056 Neural Network Learning Process.mp4 6.6 MB
  • 12 Survival Analysis/076 Interpreting the Results of the Kaplan-Meier Method (2).mp4 6.5 MB
  • 03 Nonlinear Regression Analysis/013 Types of Nonlinear Functions.mp4 6.4 MB
  • 06 Growing Binary Trees (CART) in SPSS/038 Computing the R Squared.mp4 6.3 MB
  • 08 Introduction to Neural Networks/055 Activation Functions.mp4 6.3 MB
  • 04 K Nearest Neighbor in SPSS/025 Our Practical Example.mp4 6.2 MB
  • 06 Growing Binary Trees (CART) in SPSS/040 Interpreting the Cross-Validation Results for a Regression Tree.mp4 6.1 MB
  • 04 K Nearest Neighbor in SPSS/028 Finding the Optimal Number of Neighbors with Cross-Validation.mp4 5.9 MB
  • 11 Two-Step Cluster Analysis/065 Executing the Two-Step Cluster Analysis.mp4 5.9 MB
  • 08 Introduction to Neural Networks/054 What Happens Inside of a Neuron.mp4 5.6 MB
  • 02 Advanced Linear Regression Techniques/003 Our Practical Example.mp4 5.2 MB
  • 12 Survival Analysis/071 Introduction to the Kaplan-Meier Method.mp4 4.7 MB
  • 04 K Nearest Neighbor in SPSS/029 Interpreting the Cross-Validation Results.mp4 4.5 MB
  • 06 Growing Binary Trees (CART) in SPSS/039 Growing a CART Regression Tree with Cross-Validation.mp4 4.1 MB
  • 02 Advanced Linear Regression Techniques/008 Executing the Backward Selection Regression.mp4 3.4 MB
  • 02 Advanced Linear Regression Techniques/006 Executing the Forward Selection Regression.mp4 3.2 MB
  • 05 Introduction to Decision Trees/034 Advantages and Disadvantages of Decision Trees.mp4 2.6 MB
  • 13 Practical Exercises/attached files/079 Practice-01-linear-regression.pdf 77.7 kB
  • 13 Practical Exercises/attached files/080 Practice-02-nonlinear-regression.pdf 77.2 kB
  • 13 Practical Exercises/attached files/081 Practice-03-KNN.pdf 72.9 kB
  • 13 Practical Exercises/attached files/083 Practice-05-classification-trees.pdf 72.5 kB
  • 13 Practical Exercises/attached files/084 Practice-06-neural-networks.pdf 71.9 kB
  • 13 Practical Exercises/attached files/086 Practice-08-survival.pdf 69.7 kB
  • 13 Practical Exercises/attached files/082 Practice-04-regression-trees.pdf 66.9 kB
  • 13 Practical Exercises/attached files/085 Practice-07-cluster.pdf 65.4 kB
  • 14 Download Your Resources Here/087 Download Links.html 1.1 kB
  • 0. Extras (Coupons & Freebies)/Readme.txt 962 Bytes
  • 0. Websites You May Like/Readme.txt 962 Bytes
  • 13 Practical Exercises/080 Practical Exercises for the Nonlinear Regression.html 927 Bytes
  • 13 Practical Exercises/083 Practical Exercises for the Classification Trees.html 927 Bytes
  • 13 Practical Exercises/079 Practical Exercises for the Linear Regression.html 925 Bytes
  • 13 Practical Exercises/086 Practical Exercises for the Survival Analysis.html 925 Bytes
  • 13 Practical Exercises/082 Practical Exercises for the Regression Trees.html 924 Bytes
  • 13 Practical Exercises/085 Practical Exercises for the Cluster Analysis.html 924 Bytes
  • 13 Practical Exercises/084 Practical Exercises for the Neural Networks.html 923 Bytes
  • 13 Practical Exercises/081 Practical Exercises for the KNN Method.html 918 Bytes
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  • 0. Extras (Coupons & Freebies)/[GigaCourse.com].url 49 Bytes
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