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01 Getting Started/001 Introduction.mp4
45.61MB
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02 Advanced Linear Regression Techniques/002 Introduction to Stepwise Regression.mp4
10.28MB
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02 Advanced Linear Regression Techniques/003 Our Practical Example.mp4
4.93MB
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02 Advanced Linear Regression Techniques/004 Executing the Stepwise Regression Method.mp4
9.86MB
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02 Advanced Linear Regression Techniques/005 Interpreting the Results of the Stepwise Method.mp4
24.7MB
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02 Advanced Linear Regression Techniques/006 Executing the Forward Selection Regression.mp4
3.03MB
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02 Advanced Linear Regression Techniques/007 Interpreting the Results of the Forward Selection Method.mp4
13.98MB
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02 Advanced Linear Regression Techniques/008 Executing the Backward Selection Regression.mp4
3.21MB
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02 Advanced Linear Regression Techniques/009 Interpreting the Results of the Backward Selection Method.mp4
13.27MB
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02 Advanced Linear Regression Techniques/010 Comparing Nested Models Using the Remove Method.mp4
8.81MB
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02 Advanced Linear Regression Techniques/011 Executing the Regression Analysis with the Remove Method.mp4
7.66MB
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02 Advanced Linear Regression Techniques/012 Interpreting the Results of the Remove Method.mp4
9.15MB
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03 Nonlinear Regression Analysis/013 Types of Nonlinear Functions.mp4
6.14MB
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03 Nonlinear Regression Analysis/014 An Important Classification of the Nonlinear Relationships.mp4
9.39MB
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03 Nonlinear Regression Analysis/015 Performing a Quadratic Regression in SPSS (1).mp4
18.61MB
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03 Nonlinear Regression Analysis/016 Performing a Quadratic Regression in SPSS (2).mp4
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03 Nonlinear Regression Analysis/017 Performing a Cubic Regression in SPSS (1).mp4
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03 Nonlinear Regression Analysis/018 Performing a Cubic Regression in SPSS (2).mp4
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03 Nonlinear Regression Analysis/019 Performing an Inverse Regression in SPSS (1).mp4
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03 Nonlinear Regression Analysis/020 Performing an Inverse Regression in SPSS (2).mp4
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03 Nonlinear Regression Analysis/021 Performing a Nonlinear Regression With an Exponential Relationship.mp4
10.22MB
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03 Nonlinear Regression Analysis/022 Performing a Nonlinear Regression With a Logistic Relationship.mp4
10.39MB
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04 K Nearest Neighbor in SPSS/023 Introduction to K Nearest Neighbor (KNN).mp4
7.44MB
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04 K Nearest Neighbor in SPSS/024 Selecting the Optimal Number of Neighbors.mp4
8.51MB
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04 K Nearest Neighbor in SPSS/025 Our Practical Example.mp4
5.93MB
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04 K Nearest Neighbor in SPSS/026 Performing the KNN technique.mp4
13.83MB
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04 K Nearest Neighbor in SPSS/027 Interpreting the results of the KNN analysis.mp4
28.97MB
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04 K Nearest Neighbor in SPSS/028 Finding the Optimal Number of Neighbors with Cross-Validation.mp4
5.67MB
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04 K Nearest Neighbor in SPSS/029 Interpreting the Cross-Validation Results.mp4
4.25MB
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04 K Nearest Neighbor in SPSS/030 Using the KNN Model for Future Predictions.mp4
20.28MB
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05 Introduction to Decision Trees/031 What Are Decision Trees.mp4
13.63MB
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05 Introduction to Decision Trees/032 Binary Trees (CART).mp4
10.36MB
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05 Introduction to Decision Trees/033 Non-Binary Trees (CHAID).mp4
9.08MB
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05 Introduction to Decision Trees/034 Advantages and Disadvantages of Decision Trees.mp4
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06 Growing Binary Trees (CART) in SPSS/035 Growing a Binary Regression Tree (CART).mp4
11.75MB
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18.83MB
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06 Growing Binary Trees (CART) in SPSS/038 Computing the R Squared.mp4
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06 Growing Binary Trees (CART) in SPSS/039 Growing a CART Regression Tree with Cross-Validation.mp4
3.9MB
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06 Growing Binary Trees (CART) in SPSS/041 Growing a CART Classification Tree in SPSS.mp4
17.57MB
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06 Growing Binary Trees (CART) in SPSS/043 Growing a CART Classification Tree with Cross-Validation.mp4
6.57MB
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06 Growing Binary Trees (CART) in SPSS/044 Interpreting the Cross-Validation Results for a Classification Tree.mp4
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07 Growing Non-Binary Trees (CHAID) in SPSS/046 Building a CHAID Regression Tree.mp4
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07 Growing Non-Binary Trees (CHAID) in SPSS/047 Interpreting a CHAID Regression Tree.mp4
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07 Growing Non-Binary Trees (CHAID) in SPSS/048 Growing a CHAID Regression Tree with Cross-Validation.mp4
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07 Growing Non-Binary Trees (CHAID) in SPSS/049 Building a CHAID Classification Tree.mp4
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07 Growing Non-Binary Trees (CHAID) in SPSS/050 Interpreting a CHAID Classification Tree.mp4
20.11MB
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07 Growing Non-Binary Trees (CHAID) in SPSS/051 Growing a CHAID Classification Tree with Cross-Validation.mp4
10.25MB
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07 Growing Non-Binary Trees (CHAID) in SPSS/052 Using Non-Binary Trees for Future Predictions.mp4
20.42MB
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08 Introduction to Neural Networks/053 The Architecture of an Artificial Neural Network.mp4
7.44MB
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08 Introduction to Neural Networks/054 What Happens Inside of a Neuron.mp4
5.39MB
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08 Introduction to Neural Networks/055 Activation Functions.mp4
5.98MB
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08 Introduction to Neural Networks/056 Neural Network Learning Process.mp4
6.3MB
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09 Training a Multilayer Perceptron (MLP) in SPSS/057 Building a Multilayer Perceptron.mp4
12MB
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09 Training a Multilayer Perceptron (MLP) in SPSS/058 Interpreting the Multilayer Perceptron.mp4
19.53MB
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09 Training a Multilayer Perceptron (MLP) in SPSS/059 Interpreting the ROC Curve.mp4
6.93MB
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09 Training a Multilayer Perceptron (MLP) in SPSS/060 Using the Multilayer Perceptron for Future Predictions.mp4
11.9MB
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10 Training a Radial Basis Function (RBF) Neural Network in SPSS/061 Building an RBF Neural Network.mp4
8.95MB
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10 Training a Radial Basis Function (RBF) Neural Network in SPSS/062 Interpreting the RBF Network.mp4
10.41MB
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10 Training a Radial Basis Function (RBF) Neural Network in SPSS/063 Using the RBF Network for Future Predictions.mp4
8.73MB
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11 Two-Step Cluster Analysis/064 What is Two-Step Clustering.mp4
8.48MB
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11 Two-Step Cluster Analysis/065 Executing the Two-Step Cluster Analysis.mp4
5.65MB
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11 Two-Step Cluster Analysis/066 Interpreting the Output of the Two-Step Cluster Analysis (1).mp4
17.25MB
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11 Two-Step Cluster Analysis/067 Interpreting the Output of the Two-Step Cluster Analysis (2).mp4
25.08MB
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11 Two-Step Cluster Analysis/068 Examining the Evaluation Variables.mp4
8.57MB
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11 Two-Step Cluster Analysis/069 Using Your Clustering Model for Future Predictions.mp4
11.82MB
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12 Survival Analysis/070 What Is the Survival Analysis.mp4
10.03MB
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12 Survival Analysis/071 Introduction to the Kaplan-Meier Method.mp4
4.47MB
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12 Survival Analysis/072 Introduction to the Cox Regression.mp4
7.75MB
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12 Survival Analysis/073 Our Practical Example.mp4
6.75MB
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12 Survival Analysis/074 Executing the Kaplan-Meier Procedure.mp4
8.83MB
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12 Survival Analysis/075 Interpreting the Results of the Kaplan-Meier Method (1).mp4
9.39MB
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12 Survival Analysis/076 Interpreting the Results of the Kaplan-Meier Method (2).mp4
6.18MB
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12 Survival Analysis/077 Executing the Cox Regression.mp4
15.76MB
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12 Survival Analysis/078 Interpreting the Cox Regression.mp4
11.35MB
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13 Practical Exercises/079 Practical Exercises for the Linear Regression.html
925B
13 Practical Exercises/080 Practical Exercises for the Nonlinear Regression.html
927B
13 Practical Exercises/081 Practical Exercises for the KNN Method.html
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13 Practical Exercises/082 Practical Exercises for the Regression Trees.html
924B
13 Practical Exercises/083 Practical Exercises for the Classification Trees.html
927B
13 Practical Exercises/084 Practical Exercises for the Neural Networks.html
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13 Practical Exercises/085 Practical Exercises for the Cluster Analysis.html
924B
13 Practical Exercises/086 Practical Exercises for the Survival Analysis.html
925B
13 Practical Exercises/attached files/079 Practice-01-linear-regression.pdf
75.87KB
13 Practical Exercises/attached files/080 Practice-02-nonlinear-regression.pdf
75.4KB
13 Practical Exercises/attached files/081 Practice-03-KNN.pdf
71.23KB
13 Practical Exercises/attached files/082 Practice-04-regression-trees.pdf
65.37KB
13 Practical Exercises/attached files/083 Practice-05-classification-trees.pdf
70.76KB
13 Practical Exercises/attached files/084 Practice-06-neural-networks.pdf
70.19KB
13 Practical Exercises/attached files/085 Practice-07-cluster.pdf
63.91KB
13 Practical Exercises/attached files/086 Practice-08-survival.pdf
68.02KB
14 Download Your Resources Here/087 Download Links.html
1.06KB
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