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种子名称： [GigaCourse.com] Udemy - Advanced Data Science Techniques in SPSS
文件类型： 视频
文件数目： 78个文件
文件大小： 908.99 MB
收录时间： 2023-5-6 18:38
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最近下载： 2024-5-28 18:38

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

01 Getting Started/001 Introduction.mp445.61MB

02 Advanced Linear Regression Techniques/002 Introduction to Stepwise Regression.mp410.28MB

02 Advanced Linear Regression Techniques/003 Our Practical Example.mp44.93MB

02 Advanced Linear Regression Techniques/004 Executing the Stepwise Regression Method.mp49.86MB

02 Advanced Linear Regression Techniques/005 Interpreting the Results of the Stepwise Method.mp424.7MB

02 Advanced Linear Regression Techniques/006 Executing the Forward Selection Regression.mp43.03MB

02 Advanced Linear Regression Techniques/007 Interpreting the Results of the Forward Selection Method.mp413.98MB

02 Advanced Linear Regression Techniques/008 Executing the Backward Selection Regression.mp43.21MB

02 Advanced Linear Regression Techniques/009 Interpreting the Results of the Backward Selection Method.mp413.27MB

02 Advanced Linear Regression Techniques/010 Comparing Nested Models Using the Remove Method.mp48.81MB

02 Advanced Linear Regression Techniques/011 Executing the Regression Analysis with the Remove Method.mp47.66MB

02 Advanced Linear Regression Techniques/012 Interpreting the Results of the Remove Method.mp49.15MB

03 Nonlinear Regression Analysis/013 Types of Nonlinear Functions.mp46.14MB

03 Nonlinear Regression Analysis/014 An Important Classification of the Nonlinear Relationships.mp49.39MB

03 Nonlinear Regression Analysis/015 Performing a Quadratic Regression in SPSS (1).mp418.61MB

03 Nonlinear Regression Analysis/016 Performing a Quadratic Regression in SPSS (2).mp413.05MB

03 Nonlinear Regression Analysis/017 Performing a Cubic Regression in SPSS (1).mp413.42MB

03 Nonlinear Regression Analysis/018 Performing a Cubic Regression in SPSS (2).mp47.62MB

03 Nonlinear Regression Analysis/019 Performing an Inverse Regression in SPSS (1).mp412.9MB

03 Nonlinear Regression Analysis/020 Performing an Inverse Regression in SPSS (2).mp46.35MB

03 Nonlinear Regression Analysis/021 Performing a Nonlinear Regression With an Exponential Relationship.mp410.22MB

03 Nonlinear Regression Analysis/022 Performing a Nonlinear Regression With a Logistic Relationship.mp410.39MB

04 K Nearest Neighbor in SPSS/023 Introduction to K Nearest Neighbor (KNN).mp47.44MB

04 K Nearest Neighbor in SPSS/024 Selecting the Optimal Number of Neighbors.mp48.51MB

04 K Nearest Neighbor in SPSS/025 Our Practical Example.mp45.93MB

04 K Nearest Neighbor in SPSS/026 Performing the KNN technique.mp413.83MB

04 K Nearest Neighbor in SPSS/027 Interpreting the results of the KNN analysis.mp428.97MB

04 K Nearest Neighbor in SPSS/028 Finding the Optimal Number of Neighbors with Cross-Validation.mp45.67MB

04 K Nearest Neighbor in SPSS/029 Interpreting the Cross-Validation Results.mp44.25MB

04 K Nearest Neighbor in SPSS/030 Using the KNN Model for Future Predictions.mp420.28MB

05 Introduction to Decision Trees/031 What Are Decision Trees.mp413.63MB

05 Introduction to Decision Trees/032 Binary Trees (CART).mp410.36MB

05 Introduction to Decision Trees/033 Non-Binary Trees (CHAID).mp49.08MB

05 Introduction to Decision Trees/034 Advantages and Disadvantages of Decision Trees.mp42.48MB

06 Growing Binary Trees (CART) in SPSS/035 Growing a Binary Regression Tree (CART).mp411.75MB

06 Growing Binary Trees (CART) in SPSS/036 Intepreting a Binary Regression Tree (1).mp418.83MB

06 Growing Binary Trees (CART) in SPSS/037 Intepreting a Binary Regression Tree (2).mp411.39MB

06 Growing Binary Trees (CART) in SPSS/038 Computing the R Squared.mp46.01MB

06 Growing Binary Trees (CART) in SPSS/039 Growing a CART Regression Tree with Cross-Validation.mp43.9MB

06 Growing Binary Trees (CART) in SPSS/040 Interpreting the Cross-Validation Results for a Regression Tree.mp45.78MB

06 Growing Binary Trees (CART) in SPSS/041 Growing a CART Classification Tree in SPSS.mp417.57MB

06 Growing Binary Trees (CART) in SPSS/042 Interpreting the CART Classification Tree.mp428.31MB

06 Growing Binary Trees (CART) in SPSS/043 Growing a CART Classification Tree with Cross-Validation.mp46.57MB

06 Growing Binary Trees (CART) in SPSS/044 Interpreting the Cross-Validation Results for a Classification Tree.mp49.76MB

06 Growing Binary Trees (CART) in SPSS/045 Using Binary Trees for Future Predictions.mp434.39MB

07 Growing Non-Binary Trees (CHAID) in SPSS/046 Building a CHAID Regression Tree.mp49.26MB

07 Growing Non-Binary Trees (CHAID) in SPSS/047 Interpreting a CHAID Regression Tree.mp420.78MB

07 Growing Non-Binary Trees (CHAID) in SPSS/048 Growing a CHAID Regression Tree with Cross-Validation.mp48.49MB

07 Growing Non-Binary Trees (CHAID) in SPSS/049 Building a CHAID Classification Tree.mp411.49MB

07 Growing Non-Binary Trees (CHAID) in SPSS/050 Interpreting a CHAID Classification Tree.mp420.11MB

07 Growing Non-Binary Trees (CHAID) in SPSS/051 Growing a CHAID Classification Tree with Cross-Validation.mp410.25MB

07 Growing Non-Binary Trees (CHAID) in SPSS/052 Using Non-Binary Trees for Future Predictions.mp420.42MB

08 Introduction to Neural Networks/053 The Architecture of an Artificial Neural Network.mp47.44MB

08 Introduction to Neural Networks/054 What Happens Inside of a Neuron.mp45.39MB

08 Introduction to Neural Networks/055 Activation Functions.mp45.98MB

08 Introduction to Neural Networks/056 Neural Network Learning Process.mp46.3MB

09 Training a Multilayer Perceptron (MLP) in SPSS/057 Building a Multilayer Perceptron.mp412MB

09 Training a Multilayer Perceptron (MLP) in SPSS/058 Interpreting the Multilayer Perceptron.mp419.53MB

09 Training a Multilayer Perceptron (MLP) in SPSS/059 Interpreting the ROC Curve.mp46.93MB

09 Training a Multilayer Perceptron (MLP) in SPSS/060 Using the Multilayer Perceptron for Future Predictions.mp411.9MB

10 Training a Radial Basis Function (RBF) Neural Network in SPSS/061 Building an RBF Neural Network.mp48.95MB

10 Training a Radial Basis Function (RBF) Neural Network in SPSS/062 Interpreting the RBF Network.mp410.41MB

10 Training a Radial Basis Function (RBF) Neural Network in SPSS/063 Using the RBF Network for Future Predictions.mp48.73MB

11 Two-Step Cluster Analysis/064 What is Two-Step Clustering.mp48.48MB

11 Two-Step Cluster Analysis/065 Executing the Two-Step Cluster Analysis.mp45.65MB

11 Two-Step Cluster Analysis/066 Interpreting the Output of the Two-Step Cluster Analysis (1).mp417.25MB

11 Two-Step Cluster Analysis/067 Interpreting the Output of the Two-Step Cluster Analysis (2).mp425.08MB

11 Two-Step Cluster Analysis/068 Examining the Evaluation Variables.mp48.57MB

11 Two-Step Cluster Analysis/069 Using Your Clustering Model for Future Predictions.mp411.82MB

12 Survival Analysis/070 What Is the Survival Analysis.mp410.03MB

12 Survival Analysis/071 Introduction to the Kaplan-Meier Method.mp44.47MB

12 Survival Analysis/072 Introduction to the Cox Regression.mp47.75MB

12 Survival Analysis/073 Our Practical Example.mp46.75MB

12 Survival Analysis/074 Executing the Kaplan-Meier Procedure.mp48.83MB

12 Survival Analysis/075 Interpreting the Results of the Kaplan-Meier Method (1).mp49.39MB

12 Survival Analysis/076 Interpreting the Results of the Kaplan-Meier Method (2).mp46.18MB

12 Survival Analysis/077 Executing the Cox Regression.mp415.76MB

12 Survival Analysis/078 Interpreting the Cox Regression.mp411.35MB