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[DesireCourse.Net] Udemy - Advanced Data Science Techniques in SPSS
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2019-12-1 00:04
2024-12-23 06:05
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908.99 MB
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DesireCourse
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Udemy
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Advanced
Data
Science
Techniques
in
SPSS
文件列表
01 Getting Started/001 Introduction.mp4
45.61MB
02 Advanced Linear Regression Techniques/002 Introduction to Stepwise Regression.mp4
10.28MB
02 Advanced Linear Regression Techniques/003 Our Practical Example.mp4
4.93MB
02 Advanced Linear Regression Techniques/004 Executing the Stepwise Regression Method.mp4
9.86MB
02 Advanced Linear Regression Techniques/005 Interpreting the Results of the Stepwise Method.mp4
24.7MB
02 Advanced Linear Regression Techniques/006 Executing the Forward Selection Regression.mp4
3.03MB
02 Advanced Linear Regression Techniques/007 Interpreting the Results of the Forward Selection Method.mp4
13.98MB
02 Advanced Linear Regression Techniques/008 Executing the Backward Selection Regression.mp4
3.21MB
02 Advanced Linear Regression Techniques/009 Interpreting the Results of the Backward Selection Method.mp4
13.27MB
02 Advanced Linear Regression Techniques/010 Comparing Nested Models Using the Remove Method.mp4
8.81MB
02 Advanced Linear Regression Techniques/011 Executing the Regression Analysis with the Remove Method.mp4
7.66MB
02 Advanced Linear Regression Techniques/012 Interpreting the Results of the Remove Method.mp4
9.15MB
03 Nonlinear Regression Analysis/013 Types of Nonlinear Functions.mp4
6.14MB
03 Nonlinear Regression Analysis/014 An Important Classification of the Nonlinear Relationships.mp4
9.39MB
03 Nonlinear Regression Analysis/015 Performing a Quadratic Regression in SPSS (1).mp4
18.61MB
03 Nonlinear Regression Analysis/016 Performing a Quadratic Regression in SPSS (2).mp4
13.05MB
03 Nonlinear Regression Analysis/017 Performing a Cubic Regression in SPSS (1).mp4
13.42MB
03 Nonlinear Regression Analysis/018 Performing a Cubic Regression in SPSS (2).mp4
7.62MB
03 Nonlinear Regression Analysis/019 Performing an Inverse Regression in SPSS (1).mp4
12.9MB
03 Nonlinear Regression Analysis/020 Performing an Inverse Regression in SPSS (2).mp4
6.35MB
03 Nonlinear Regression Analysis/021 Performing a Nonlinear Regression With an Exponential Relationship.mp4
10.22MB
03 Nonlinear Regression Analysis/022 Performing a Nonlinear Regression With a Logistic Relationship.mp4
10.39MB
04 K Nearest Neighbor in SPSS/023 Introduction to K Nearest Neighbor (KNN).mp4
7.44MB
04 K Nearest Neighbor in SPSS/024 Selecting the Optimal Number of Neighbors.mp4
8.51MB
04 K Nearest Neighbor in SPSS/025 Our Practical Example.mp4
5.93MB
04 K Nearest Neighbor in SPSS/026 Performing the KNN technique.mp4
13.83MB
04 K Nearest Neighbor in SPSS/027 Interpreting the results of the KNN analysis.mp4
28.97MB
04 K Nearest Neighbor in SPSS/028 Finding the Optimal Number of Neighbors with Cross-Validation.mp4
5.67MB
04 K Nearest Neighbor in SPSS/029 Interpreting the Cross-Validation Results.mp4
4.25MB
04 K Nearest Neighbor in SPSS/030 Using the KNN Model for Future Predictions.mp4
20.28MB
05 Introduction to Decision Trees/031 What Are Decision Trees.mp4
13.63MB
05 Introduction to Decision Trees/032 Binary Trees (CART).mp4
10.36MB
05 Introduction to Decision Trees/033 Non-Binary Trees (CHAID).mp4
9.08MB
05 Introduction to Decision Trees/034 Advantages and Disadvantages of Decision Trees.mp4
2.48MB
06 Growing Binary Trees (CART) in SPSS/035 Growing a Binary Regression Tree (CART).mp4
11.75MB
06 Growing Binary Trees (CART) in SPSS/036 Intepreting a Binary Regression Tree (1).mp4
18.83MB
06 Growing Binary Trees (CART) in SPSS/037 Intepreting a Binary Regression Tree (2).mp4
11.39MB
06 Growing Binary Trees (CART) in SPSS/038 Computing the R Squared.mp4
6.01MB
06 Growing Binary Trees (CART) in SPSS/039 Growing a CART Regression Tree with Cross-Validation.mp4
3.9MB
06 Growing Binary Trees (CART) in SPSS/040 Interpreting the Cross-Validation Results for a Regression Tree.mp4
5.78MB
06 Growing Binary Trees (CART) in SPSS/041 Growing a CART Classification Tree in SPSS.mp4
17.57MB
06 Growing Binary Trees (CART) in SPSS/042 Interpreting the CART Classification Tree.mp4
28.31MB
06 Growing Binary Trees (CART) in SPSS/043 Growing a CART Classification Tree with Cross-Validation.mp4
6.57MB
06 Growing Binary Trees (CART) in SPSS/044 Interpreting the Cross-Validation Results for a Classification Tree.mp4
9.76MB
06 Growing Binary Trees (CART) in SPSS/045 Using Binary Trees for Future Predictions.mp4
34.39MB
07 Growing Non-Binary Trees (CHAID) in SPSS/046 Building a CHAID Regression Tree.mp4
9.26MB
07 Growing Non-Binary Trees (CHAID) in SPSS/047 Interpreting a CHAID Regression Tree.mp4
20.78MB
07 Growing Non-Binary Trees (CHAID) in SPSS/048 Growing a CHAID Regression Tree with Cross-Validation.mp4
8.49MB
07 Growing Non-Binary Trees (CHAID) in SPSS/049 Building a CHAID Classification Tree.mp4
11.49MB
07 Growing Non-Binary Trees (CHAID) in SPSS/050 Interpreting a CHAID Classification Tree.mp4
20.11MB
07 Growing Non-Binary Trees (CHAID) in SPSS/051 Growing a CHAID Classification Tree with Cross-Validation.mp4
10.25MB
07 Growing Non-Binary Trees (CHAID) in SPSS/052 Using Non-Binary Trees for Future Predictions.mp4
20.42MB
08 Introduction to Neural Networks/053 The Architecture of an Artificial Neural Network.mp4
7.44MB
08 Introduction to Neural Networks/054 What Happens Inside of a Neuron.mp4
5.39MB
08 Introduction to Neural Networks/055 Activation Functions.mp4
5.98MB
08 Introduction to Neural Networks/056 Neural Network Learning Process.mp4
6.3MB
09 Training a Multilayer Perceptron (MLP) in SPSS/057 Building a Multilayer Perceptron.mp4
12MB
09 Training a Multilayer Perceptron (MLP) in SPSS/058 Interpreting the Multilayer Perceptron.mp4
19.53MB
09 Training a Multilayer Perceptron (MLP) in SPSS/059 Interpreting the ROC Curve.mp4
6.93MB
09 Training a Multilayer Perceptron (MLP) in SPSS/060 Using the Multilayer Perceptron for Future Predictions.mp4
11.9MB
10 Training a Radial Basis Function (RBF) Neural Network in SPSS/061 Building an RBF Neural Network.mp4
8.95MB
10 Training a Radial Basis Function (RBF) Neural Network in SPSS/062 Interpreting the RBF Network.mp4
10.41MB
10 Training a Radial Basis Function (RBF) Neural Network in SPSS/063 Using the RBF Network for Future Predictions.mp4
8.73MB
11 Two-Step Cluster Analysis/064 What is Two-Step Clustering.mp4
8.48MB
11 Two-Step Cluster Analysis/065 Executing the Two-Step Cluster Analysis.mp4
5.65MB
11 Two-Step Cluster Analysis/066 Interpreting the Output of the Two-Step Cluster Analysis (1).mp4
17.25MB
11 Two-Step Cluster Analysis/067 Interpreting the Output of the Two-Step Cluster Analysis (2).mp4
25.08MB
11 Two-Step Cluster Analysis/068 Examining the Evaluation Variables.mp4
8.57MB
11 Two-Step Cluster Analysis/069 Using Your Clustering Model for Future Predictions.mp4
11.82MB
12 Survival Analysis/070 What Is the Survival Analysis.mp4
10.03MB
12 Survival Analysis/071 Introduction to the Kaplan-Meier Method.mp4
4.47MB
12 Survival Analysis/072 Introduction to the Cox Regression.mp4
7.75MB
12 Survival Analysis/073 Our Practical Example.mp4
6.75MB
12 Survival Analysis/074 Executing the Kaplan-Meier Procedure.mp4
8.83MB
12 Survival Analysis/075 Interpreting the Results of the Kaplan-Meier Method (1).mp4
9.39MB
12 Survival Analysis/076 Interpreting the Results of the Kaplan-Meier Method (2).mp4
6.18MB
12 Survival Analysis/077 Executing the Cox Regression.mp4
15.76MB
12 Survival Analysis/078 Interpreting the Cox Regression.mp4
11.35MB
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