05 Variable Selection - Select important numeric and character variables/037 Model Workout - 01 Data Treatment.mp4 98.0 MB
06 Multi Collinearity Treatment/052 Model Data workout - 03 Multi Collinearity Treatment Scientifically.mp4 62.6 MB
04 Data Audit - Make sure to check that data is right for the modelling/029 Feel the data - Understand and interpret normal probability plot.mp4 46.3 MB
08 Strength of a Model and Model Validation Methods/071 Model Data Workout - part 08 Generate KS Statistics for the model.mp4 44.5 MB
02 Introduction to Credit Scoring Credit Score card development/008 Benefit of scoring modelling.mp4 37.9 MB
05 Variable Selection - Select important numeric and character variables/042 Theory and Example of Step wise selection of Numeric Variable.mp4 37.8 MB
08 Strength of a Model and Model Validation Methods/069 Understand Score and Generate Score in the data set.mp4 33.0 MB
07 Iterate for final model Understand strength of the model/063 Concordance, Somers D, Gamma, Tau etc..mp4 32.7 MB
06 Multi Collinearity Treatment/049 Multi Collinearity Treatment - part 01.mp4 31.4 MB
06 Multi Collinearity Treatment/051 Model Data workout - 02 Bi Variate strength of variables.mp4 29.7 MB
05 Variable Selection - Select important numeric and character variables/034 Understand Chi-Square statistics for selecting Important Categorical Variables.mp4 28.7 MB
07 Iterate for final model Understand strength of the model/066 Model Data Workout - part 05 Select best 8 variables.mp4 28.6 MB
05 Variable Selection - Select important numeric and character variables/039 SAS Macro to check directional sense of numeric variable.mp4 27.3 MB
04 Data Audit - Make sure to check that data is right for the modelling/023 Feel the data - know its distribution.mp4 26.5 MB
08 Strength of a Model and Model Validation Methods/068 Model Data Workout - part 06 Coefficient Stability Check.mp4 23.8 MB
04 Data Audit - Make sure to check that data is right for the modelling/026 Feel the data - know the percentile.mp4 23.3 MB
07 Iterate for final model Understand strength of the model/062 Maximum Likelihood Estimate.mp4 21.4 MB
07 Iterate for final model Understand strength of the model/058 Log Likelihood.mp4 20.4 MB
03 Data Design for Modelling/013 Model Design Example.mp4 20.0 MB
07 Iterate for final model Understand strength of the model/061 Model Fit Statistics - Revisit.mp4 19.0 MB
05 Variable Selection - Select important numeric and character variables/036 Data Workout - Preamble.mp4 18.8 MB
08 Strength of a Model and Model Validation Methods/072 Model Data Workout - part 09 Understand and Generate Gini Statistics.mp4 18.2 MB
03 Data Design for Modelling/015 Decide Performance window by Vintage Analysis.mp4 17.8 MB
05 Variable Selection - Select important numeric and character variables/041 Introduction to Logistic Regression.mp4 17.5 MB
07 Iterate for final model Understand strength of the model/065 Model Data Workout - part 04 Try Model on 10 variables.mp4 17.4 MB
05 Variable Selection - Select important numeric and character variables/032 Variable Selection - High level and flow chart of steps.mp4 17.3 MB
02 Introduction to Credit Scoring Credit Score card development/007 High Level Understanding of Score.mp4 16.6 MB
04 Data Audit - Make sure to check that data is right for the modelling/024 Feel the data - Understand Coefficient of variance need and applicability.mp4 16.4 MB
08 Strength of a Model and Model Validation Methods/073 Model Data Workout - part 10 Understand Apply Model Validation n Stability Chk.mp4 16.3 MB
06 Multi Collinearity Treatment/048 Detecting Multi Collinearity.mp4 15.4 MB
02 Introduction to Credit Scoring Credit Score card development/006 3C Concept of Credit Approval Process.mp4 14.1 MB
04 Data Audit - Make sure to check that data is right for the modelling/030 Missing Value treatment And Flooring Capping Guidiline.mp4 13.6 MB
05 Variable Selection - Select important numeric and character variables/044 Appendix - Information Value method of selecting important variables all types.mp4 13.4 MB
03 Data Design for Modelling/014 Model Design - definitions and pointers.mp4 12.8 MB
04 Data Audit - Make sure to check that data is right for the modelling/020 Feel the data - know its contents.mp4 12.3 MB
05 Variable Selection - Select important numeric and character variables/038 Numeric Variable Selection - Part 01.mp4 12.2 MB
05 Variable Selection - Select important numeric and character variables/045 Appendix -Phi Square and Cramers V for important categorical variable selection.mp4 11.9 MB
02 Introduction to Credit Scoring Credit Score card development/010 Types of scores.mp4 11.9 MB
06 Multi Collinearity Treatment/050 Multi Collinearity Treatment - part 02.mp4 11.8 MB
05 Variable Selection - Select important numeric and character variables/043 Appendix - Fishers linear discriminant function to select important numeric Var.mp4 11.1 MB
01 Course Outline/002 Introduction to logistic Regression Modelling - High level.mp4 11.0 MB
07 Iterate for final model Understand strength of the model/055 Logistic Model Information - part 01.mp4 11.0 MB
03 Data Design for Modelling/016 Model Design Precaution.mp4 10.1 MB
05 Variable Selection - Select important numeric and character variables/035 Getting Chi-Square statistics using SAS.mp4 10.0 MB
04 Data Audit - Make sure to check that data is right for the modelling/021 Feel the data - View its contents.mp4 9.8 MB
04 Data Audit - Make sure to check that data is right for the modelling/022 Feel the data - know its distinct values.mp4 9.3 MB
07 Iterate for final model Understand strength of the model/056 Logistic Model Information - part 02.mp4 9.2 MB
01 Course Outline/003 Udemy Content details - Model workout details and excel file downloads.mp4 9.0 MB
07 Iterate for final model Understand strength of the model/064 Ideal logistic regression output.mp4 8.8 MB
08 Strength of a Model and Model Validation Methods/074 Model Presentation Guideline - What should be presented to business.mp4 8.8 MB
07 Iterate for final model Understand strength of the model/059 Log Likelihood ratio - part 01.mp4 8.6 MB
02 Introduction to Credit Scoring Credit Score card development/009 Introduction to modeling.mp4 8.1 MB
04 Data Audit - Make sure to check that data is right for the modelling/019 How to download excel word files .mp4 8.1 MB
06 Multi Collinearity Treatment/047 Common Sense Understanding of Multi collinearity and its impact.mp4 8.1 MB
04 Data Audit - Make sure to check that data is right for the modelling/028 Feel the data - Understand box plot to detect outliers.mp4 7.8 MB
01 Course Outline/001 Course content.mp4 7.7 MB
04 Data Audit - Make sure to check that data is right for the modelling/027 Feel the data - know stem n leaf diagram.mp4 7.2 MB
05 Variable Selection - Select important numeric and character variables/033 Important Character Categorical Variable selection - high level.mp4 7.0 MB
04 Data Audit - Make sure to check that data is right for the modelling/025 Feel the data - know kurtosis and skewness.mp4 6.7 MB
07 Iterate for final model Understand strength of the model/054 Introduction to final model development steps.mp4 5.1 MB
06 Multi Collinearity Treatment/046 Section Outline.mp4 5.1 MB
05 Variable Selection - Select important numeric and character variables/040 Recap Linear Regression.mp4 5.0 MB
07 Iterate for final model Understand strength of the model/060 Log Likelihood Ratio - part 02.mp4 4.7 MB
08 Strength of a Model and Model Validation Methods/070 Theoretical Understanding of KS.mp4 4.5 MB
07 Iterate for final model Understand strength of the model/053 Section Outline.mp4 4.5 MB
04 Data Audit - Make sure to check that data is right for the modelling/017 Section Outline.mp4 4.3 MB
07 Iterate for final model Understand strength of the model/057 Model Fit Statistics.mp4 4.1 MB
02 Introduction to Credit Scoring Credit Score card development/011 A typical risk score.mp4 3.6 MB
04 Data Audit - Make sure to check that data is right for the modelling/018 Essential Data Quality.mp4 3.1 MB
03 Data Design for Modelling/012 Section outline.mp4 2.7 MB
05 Variable Selection - Select important numeric and character variables/031 Section Outline.mp4 2.7 MB
01 Course Outline/004 Tips for Students.mp4 2.5 MB
08 Strength of a Model and Model Validation Methods/067 Section Outline.mp4 2.3 MB
08 Strength of a Model and Model Validation Methods/075 Final Words.mp4 1.9 MB