Udemy - Credit Risk Modeling in Python 2020
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| 1. Introduction/1. What does the course cover.mp4 | 72.92 MiB |
| 1. Introduction/1. What does the course cover.srt | 7.98 KiB |
| 1. Introduction/10. Different facility types (asset classes) and credit risk modeling approaches.mp4 | 104.45 MiB |
| 1. Introduction/10. Different facility types (asset classes) and credit risk modeling approaches.srt | 11.96 KiB |
| 1. Introduction/11. Different facility types (asset classes) and credit risk modeling approaches.html | 141 B |
| 1. Introduction/2. What is credit risk and why is it important.mp4 | 58.17 MiB |
| 1. Introduction/2. What is credit risk and why is it important.srt | 6.09 KiB |
| 1. Introduction/3. What is credit risk and why is it important.html | 141 B |
| 1. Introduction/4. Expected loss (EL) and its components PD, LGD and EAD.mp4 | 47.95 MiB |
| 1. Introduction/4. Expected loss (EL) and its components PD, LGD and EAD.srt | 5.24 KiB |
| 1. Introduction/5. Expected loss (EL) and its components PD, LGD and EAD.html | 141 B |
| 1. Introduction/6. Capital adequacy, regulations, and the Basel II accord.mp4 | 51.03 MiB |
| 1. Introduction/6. Capital adequacy, regulations, and the Basel II accord.srt | 5.79 KiB |
| 1. Introduction/7. Capital adequacy, regulations, and the Basel II accord.html | 141 B |
| 1. Introduction/8. Basel II approaches SA, F-IRB, and A-IRB.mp4 | 102.44 MiB |
| 1. Introduction/8. Basel II approaches SA, F-IRB, and A-IRB.srt | 12.63 KiB |
| 1. Introduction/9. Basel II approaches SA, F-IRB, and A-IRB.html | 141 B |
| 10. LGD and EAD Models Preparing the data/1. LGD and EAD models independent variables..mp4 | 50.03 MiB |
| 10. LGD and EAD Models Preparing the data/1. LGD and EAD models independent variables..srt | 8.29 KiB |
| 10. LGD and EAD Models Preparing the data/1.1 LGD and EAD models independent variables with comments.html | 202 B |
| 10. LGD and EAD Models Preparing the data/1.2 LGD and EAD models independent variables..html | 18 B |
| 10. LGD and EAD Models Preparing the data/1.3 loan_data_2007_2014_preprocessed.csv.html | 144 B |
| 10. LGD and EAD Models Preparing the data/2. LGD and EAD models independent variables.html | 141 B |
| 10. LGD and EAD Models Preparing the data/3. LGD and EAD models dependent variables.mp4 | 40.31 MiB |
| 10. LGD and EAD Models Preparing the data/3. LGD and EAD models dependent variables.srt | 6.89 KiB |
| 10. LGD and EAD Models Preparing the data/3.1 LGD and EAD models dependent variables.html | 18 B |
| 10. LGD and EAD Models Preparing the data/3.2 LGD and EAD models dependent variables with comments.html | 202 B |
| 10. LGD and EAD Models Preparing the data/4. LGD and EAD models dependent variables.html | 141 B |
| 10. LGD and EAD Models Preparing the data/5. LGD and EAD models distribution of recovery rates and credit conversion factors.mp4 | 40.04 MiB |
| 10. LGD and EAD Models Preparing the data/5. LGD and EAD models distribution of recovery rates and credit conversion factors.srt | 7.71 KiB |
| 10. LGD and EAD Models Preparing the data/5.1 LGD and EAD models distribution of recovery rates and credit conversion factors with comments.html | 202 B |
| 10. LGD and EAD Models Preparing the data/5.2 LGD and EAD models distribution of recovery rates and credit conversion factors.html | 18 B |
| 10. LGD and EAD Models Preparing the data/6. LGD and EAD models distribution of recovery rates and credit conversion factors.html | 141 B |
| 11. LGD model/1. LGD model preparing the inputs.mp4 | 24.24 MiB |
| 11. LGD model/1. LGD model preparing the inputs.srt | 4.39 KiB |
| 11. LGD model/1.1 LGD model preparing the inputs with comments.html | 202 B |
| 11. LGD model/1.2 loan_data_2007_2014_preprocessed.csv.html | 144 B |
| 11. LGD model/1.3 LGD model preparing the inputs.html | 18 B |
| 11. LGD model/10. LGD model combining stage 1 and stage 2.mp4 | 23.97 MiB |
| 11. LGD model/10. LGD model combining stage 1 and stage 2.srt | 4.23 KiB |
| 11. LGD model/10.1 LGD model combining stage 1 and stage 2.html | 18 B |
| 11. LGD model/10.2 LGD model combining stage 1 and stage 2 with comments.html | 202 B |
| 11. LGD model/11. LGD model combining stage 1 and stage 2.html | 141 B |
| 11. LGD model/12. Homework building an updated LGD model.html | 1.43 KiB |
| 11. LGD model/12.1 Dataset with new data (loan_data_2015.csv).html | 126 B |
| 11. LGD model/2. LGD model testing the model.mp4 | 42.67 MiB |
| 11. LGD model/2. LGD model testing the model.srt | 6.84 KiB |
| 11. LGD model/2.1 LGD model testing the model with comments.html | 202 B |
| 11. LGD model/2.2 LGD model testing the model.html | 18 B |
| 11. LGD model/3. LGD model testing the model.html | 141 B |
| 11. LGD model/4. LGD model estimating the accuracy of the model.mp4 | 34.84 MiB |
| 11. LGD model/4. LGD model estimating the accuracy of the model.srt | 5.95 KiB |
| 11. LGD model/4.1 LGD model estimating the accuracy of the model with comments.html | 202 B |
| 11. LGD model/4.2 LGD model estimating the accuracy of the model.html | 18 B |
| 11. LGD model/5. LGD model saving the model.mp4 | 23.83 MiB |
| 11. LGD model/5. LGD model saving the model.srt | 4.02 KiB |
| 11. LGD model/5.1 LGD model saving the model with comments.html | 202 B |
| 11. LGD model/5.2 LGD model saving the model.html | 18 B |
| 11. LGD model/6. LGD model stage 2 – linear regression.mp4 | 36.06 MiB |
| 11. LGD model/6. LGD model stage 2 – linear regression.srt | 5.26 KiB |
| 11. LGD model/6.1 LGD model stage 2 – linear regression.html | 18 B |
| 11. LGD model/6.2 LGD model stage 2 – linear regression with comments.html | 202 B |
| 11. LGD model/7. LGD model stage 2 – linear regression with comments.html | 141 B |
| 11. LGD model/8. LGD model stage 2 – linear regression evaluation.mp4 | 26.8 MiB |
| 11. LGD model/8. LGD model stage 2 – linear regression evaluation.srt | 4.56 KiB |
| 11. LGD model/8.1 LGD model stage 2 – linear regression evaluation.html | 18 B |
| 11. LGD model/8.2 LGD model stage 2 – linear regression evaluation with comments.html | 202 B |
| 11. LGD model/9. LGD model stage 2 – linear regression evaluation.html | 141 B |
| 12. EAD model/1. EAD model estimation and interpretation.mp4 | 48.01 MiB |
| 12. EAD model/1. EAD model estimation and interpretation.srt | 8.06 KiB |
| 12. EAD model/1.1 EAD model estimation and interpretation with comments.html | 202 B |
| 12. EAD model/1.2 EAD model estimation and interpretation.html | 18 B |
| 12. EAD model/2. EAD model estimation and interpretation.html | 141 B |
| 12. EAD model/3. EAD model validation.mp4 | 29.89 MiB |
| 12. EAD model/3. EAD model validation.srt | 5.65 KiB |
| 12. EAD model/3.1 EAD model validation.html | 18 B |
| 12. EAD model/3.2 EAD model validation with comments.html | 202 B |
| 12. EAD model/4. EAD model validation.html | 141 B |
| 12. EAD model/5. Homework building an updated EAD model.html | 875 B |
| 12. EAD model/Download Paid Udemy Courses For Free.url | 116 B |
| 12. EAD model/GetFreeCourses.Co.url | 116 B |
| 12. EAD model/How you can help GetFreeCourses.Co.txt | 182 B |
| 13. Calculating expected loss/1. Calculating expected loss.mp4 | 126.7 MiB |
| 13. Calculating expected loss/1. Calculating expected loss.srt | 20.2 KiB |
| 13. Calculating expected loss/1.1 Calculating expected loss with comments.html | 207 B |
| 13. Calculating expected loss/1.2 Calculating expected loss.html | 185 B |
| 13. Calculating expected loss/2. Calculating expected loss.html | 141 B |
| 13. Calculating expected loss/3. Homework calculate expected loss on more recent data.html | 974 B |
| 13. Calculating expected loss/3.1 Calculating expected loss complete notebook with comments.html | 207 B |
| 13. Calculating expected loss/3.2 Calculating expected loss complete notebook.html | 185 B |
| 13. Calculating expected loss/4. Completing 100%.html | 1.88 KiB |
| 2. Setting up the working environment/1. Setting up the environment - Do not skip, please!.mp4 | 5.99 MiB |
| 2. Setting up the working environment/1. Setting up the environment - Do not skip, please!.srt | 1.3 KiB |
| 2. Setting up the working environment/2. Why Python and why Jupyter.mp4 | 29.24 MiB |
| 2. Setting up the working environment/2. Why Python and why Jupyter.srt | 6.43 KiB |
| 2. Setting up the working environment/3. Installing Anaconda.mp4 | 29.26 MiB |
| 2. Setting up the working environment/3. Installing Anaconda.srt | 4.55 KiB |
| 2. Setting up the working environment/4. Jupyter Dashboard - Part 1.mp4 | 11.57 MiB |
| 2. Setting up the working environment/4. Jupyter Dashboard - Part 1.srt | 3.22 KiB |
| 2. Setting up the working environment/5. Jupyter Dashboard - Part 2.mp4 | 23.92 MiB |
| 2. Setting up the working environment/5. Jupyter Dashboard - Part 2.srt | 6.64 KiB |
| 2. Setting up the working environment/5.1 Shortcuts-for-Jupyter.pdf | 629.17 KiB |
| 2. Setting up the working environment/6. Installing the sklearn package.mp4 | 9.65 MiB |
| 2. Setting up the working environment/6. Installing the sklearn package.srt | 1.92 KiB |
| 3. Dataset description/1. Our example consumer loans. A first look at the dataset.mp4 | 36.7 MiB |
| 3. Dataset description/1. Our example consumer loans. A first look at the dataset.srt | 3.99 KiB |
| 3. Dataset description/1.1 LCDataDictionary.xlsx | 19.6 KiB |
| 3. Dataset description/1.2 Data preparation with comments.html | 188 B |
| 3. Dataset description/1.3 Data Preparation.html | 166 B |
| 3. Dataset description/1.4 Dataset for the course.html | 131 B |
| 3. Dataset description/2. Our example consumer loans. A first look at the dataset.html | 141 B |
| 3. Dataset description/3. Dependent variables and independent variables.mp4 | 65.88 MiB |
| 3. Dataset description/3. Dependent variables and independent variables.srt | 8.02 KiB |
| 3. Dataset description/3.1 Dataset for the course.html | 131 B |
| 3. Dataset description/4. Dependent variables and independent variables.html | 141 B |
| 4. General preprocessing/1. Importing the data into Python.mp4 | 32.86 MiB |
| 4. General preprocessing/1. Importing the data into Python.srt | 5.6 KiB |
| 4. General preprocessing/1.1 Importing the data into Python with comments.html | 188 B |
| 4. General preprocessing/1.2 Importing the data into Python.html | 166 B |
| 4. General preprocessing/10. Check for missing values and clean Homework.html | 668 B |
| 4. General preprocessing/10.1 Check for missing values and clean the data Homework - Solution.html | 166 B |
| 4. General preprocessing/10.2 Check for missing values and clean the data Homework - Solution with comments.html | 188 B |
| 4. General preprocessing/2. Importing the data into Python.html | 141 B |
| 4. General preprocessing/3. Preprocessing few continuous variables.mp4 | 83.7 MiB |
| 4. General preprocessing/3. Preprocessing few continuous variables.srt | 17.31 KiB |
| 4. General preprocessing/3.1 Preprocessing few continuous variables with comments.html | 188 B |
| 4. General preprocessing/3.2 Preprocessing few continuous variables.html | 166 B |
| 4. General preprocessing/4. Preprocessing few continuous variables.html | 141 B |
| 4. General preprocessing/5. Preprocessing few continuous variables Homework.html | 919 B |
| 4. General preprocessing/5.1 Preprocessing few continuous variables Homework - Solution.html | 166 B |
| 4. General preprocessing/5.2 Preprocessing few continuous variables Homework - Solution with comments.html | 188 B |
| 4. General preprocessing/6. Preprocessing few discrete variables.mp4 | 46.3 MiB |
| 4. General preprocessing/6. Preprocessing few discrete variables.srt | 8.93 KiB |
| 4. General preprocessing/6.1 Preprocessing few discrete variables with comments.html | 188 B |
| 4. General preprocessing/6.2 Preprocessing few discrete variables.html | 166 B |
| 4. General preprocessing/7. Preprocessing few discrete variables.html | 141 B |
| 4. General preprocessing/8. Check for missing values and clean.mp4 | 25.08 MiB |
| 4. General preprocessing/8. Check for missing values and clean.srt | 4.55 KiB |
| 4. General preprocessing/8.1 Check for missing values and clean.html | 166 B |
| 4. General preprocessing/8.2 Check for missing values and clean with comments.html | 188 B |
| 4. General preprocessing/9. Check for missing values and clean.html | 141 B |
| 5. PD Model Data Preparation/1. How is the PD model going to look like.mp4 | 37.59 MiB |
| 5. PD Model Data Preparation/1. How is the PD model going to look like.srt | 5.28 KiB |
| 5. PD Model Data Preparation/10. Data preparation. Splitting data.html | 141 B |
| 5. PD Model Data Preparation/11. Data preparation. An example.mp4 | 49.9 MiB |
| 5. PD Model Data Preparation/11. Data preparation. An example.srt | 11.11 KiB |
| 5. PD Model Data Preparation/11.1 Data preparation. An example with comments.html | 188 B |
| 5. PD Model Data Preparation/11.2 Data preparation. An example.html | 166 B |
| 5. PD Model Data Preparation/12. Data preparation. An example.html | 141 B |
| 5. PD Model Data Preparation/13. Data preparation. Preprocessing discrete variables automating calculations.mp4 | 43.72 MiB |
| 5. PD Model Data Preparation/13. Data preparation. Preprocessing discrete variables automating calculations.srt | 7.8 KiB |
| 5. PD Model Data Preparation/13.1 Data preparation. Preprocessing discrete variables automating calculations.html | 166 B |
| 5. PD Model Data Preparation/13.2 Data preparation. Preprocessing discrete variables automating calculations with comments.html | 188 B |
| 5. PD Model Data Preparation/14. Data preparation. Preprocessing discrete variables automating calculations.html | 141 B |
| 5. PD Model Data Preparation/15. Data preparation. Preprocessing discrete variables visualizing results.mp4 | 66.35 MiB |
| 5. PD Model Data Preparation/15. Data preparation. Preprocessing discrete variables visualizing results.srt | 12.91 KiB |
| 5. PD Model Data Preparation/15.1 Data preparation. Preprocessing discrete variables visualizing results with comments.html | 188 B |
| 5. PD Model Data Preparation/15.2 Data preparation. Preprocessing discrete variables visualizing results.html | 166 B |
| 5. PD Model Data Preparation/16. Data preparation. Preprocessing discrete variables creating dummies (Part 1).mp4 | 49.71 MiB |
| 5. PD Model Data Preparation/16. Data preparation. Preprocessing discrete variables creating dummies (Part 1).srt | 9.52 KiB |
| 5. PD Model Data Preparation/16.1 Data preparation. Preprocessing discrete variables creating dummies (Part 1) with comments.html | 188 B |
| 5. PD Model Data Preparation/16.2 Data preparation. Preprocessing discrete variables creating dummies (Part 1).html | 166 B |
| 5. PD Model Data Preparation/17. Data preparation. Preprocessing discrete variables creating dummies (Part 1).html | 141 B |
| 5. PD Model Data Preparation/18. Data preparation. Preprocessing discrete variables creating dummies (Part 2).mp4 | 93.29 MiB |
| 5. PD Model Data Preparation/18. Data preparation. Preprocessing discrete variables creating dummies (Part 2).srt | 15.06 KiB |
| 5. PD Model Data Preparation/18.1 Data preparation. Preprocessing discrete variables creating dummies (Part 2).html | 167 B |
| 5. PD Model Data Preparation/18.2 Data preparation. Preprocessing discrete variables creating dummies (Part 2) with comments.html | 189 B |
| 5. PD Model Data Preparation/19. Data preparation. Preprocessing discrete variables creating dummies (Part 2).html | 141 B |
| 5. PD Model Data Preparation/2. How is the PD model going to look like.html | 141 B |
| 5. PD Model Data Preparation/20. Data preparation. Preprocessing discrete variables. Homework..html | 1.23 KiB |
| 5. PD Model Data Preparation/20.1 Data preparation. Preprocessing discrete variables. Homework with comments.html | 189 B |
| 5. PD Model Data Preparation/20.2 Data preparation. Preprocessing discrete variables Homework - Soluton.html | 167 B |
| 5. PD Model Data Preparation/21. Data preparation. Preprocessing continuous variables Automating calculations.mp4 | 45.06 MiB |
| 5. PD Model Data Preparation/21. Data preparation. Preprocessing continuous variables Automating calculations.srt | 6.63 KiB |
| 5. PD Model Data Preparation/21.1 Data preparation. Preprocessing continuous variables Automating calculations with comments.html | 189 B |
| 5. PD Model Data Preparation/21.2 Data preparation. Preprocessing continuous variables Automating calculations.html | 167 B |
| 5. PD Model Data Preparation/22. Data preparation. Preprocessing continuous variables Automating calculations.html | 141 B |
| 5. PD Model Data Preparation/23. Data preparation. Preprocessing continuous variables creating dummies (Part 1).mp4 | 44.03 MiB |
| 5. PD Model Data Preparation/23. Data preparation. Preprocessing continuous variables creating dummies (Part 1).srt | 9.83 KiB |
| 5. PD Model Data Preparation/23.1 Data preparation. Preprocessing continuous variables creating dummies (Part 1).html | 167 B |
| 5. PD Model Data Preparation/23.2 Data preparation. Preprocessing continuous variables creating dummies (Part 1) with comments.html | 189 B |
| 5. PD Model Data Preparation/24. Data preparation. Preprocessing continuous variables creating dummies (Part 1).html | 141 B |
| 5. PD Model Data Preparation/25. Data preparation. Preprocessing continuous variables creating dummies (Part 2).mp4 | 111.79 MiB |
| 5. PD Model Data Preparation/25. Data preparation. Preprocessing continuous variables creating dummies (Part 2).srt | 19.37 KiB |
| 5. PD Model Data Preparation/25.1 Data preparation. Preprocessing continuous variables creating dummies (Part 2).html | 167 B |
| 5. PD Model Data Preparation/25.2 Data preparation. Preprocessing continuous variables creating dummies (Part 2) with comments.html | 189 B |
| 5. PD Model Data Preparation/26. Data preparation. Preprocessing continuous variables creating dummies (Part 2).html | 141 B |
| 5. PD Model Data Preparation/27. Data preparation. Preprocessing continuous variables creating dummies. Homework.html | 1.9 KiB |
| 5. PD Model Data Preparation/27.1 Data preparation. Preprocessing continuous variables creating dummies. Homework with comments.html | 189 B |
| 5. PD Model Data Preparation/27.2 Data preparation. Preprocessing continuous variables creating dummies. Homework.html | 167 B |
| 5. PD Model Data Preparation/28. Data preparation. Preprocessing continuous variables creating dummies (Part 3).mp4 | 100.95 MiB |
| 5. PD Model Data Preparation/28. Data preparation. Preprocessing continuous variables creating dummies (Part 3).srt | 16.86 KiB |
| 5. PD Model Data Preparation/28.1 Data preparation. Preprocessing continuous variables creating dummies (Part 3).html | 167 B |
| 5. PD Model Data Preparation/28.2 Data preparation. Preprocessing continuous variables creating dummies (Part 3) with comments.html | 189 B |
| 5. PD Model Data Preparation/29. Data preparation. Preprocessing continuous variables creating dummies (Part 3).html | 141 B |
| 5. PD Model Data Preparation/3. Dependent variable Good Bad (default) definition.mp4 | 38.97 MiB |
| 5. PD Model Data Preparation/3. Dependent variable Good Bad (default) definition.srt | 7.13 KiB |
| 5. PD Model Data Preparation/3.1 Dependent variable GoodBad.html | 166 B |
| 5. PD Model Data Preparation/3.2 Dependent variable GoodBad with comments.html | 188 B |
| 5. PD Model Data Preparation/30. Data preparation. Preprocessing continuous variables creating dummies. Homework.html | 1.38 KiB |
| 5. PD Model Data Preparation/30.1 Data preparation. Preprocessing continuous variables creating dummies Homework - Solution.html | 167 B |
| 5. PD Model Data Preparation/30.2 Data preparation. Preprocessing continuous variables creating dummies. Homework with comments.html | 189 B |
| 5. PD Model Data Preparation/31. Data preparation. Preprocessing the test dataset.mp4 | 29.95 MiB |
| 5. PD Model Data Preparation/31. Data preparation. Preprocessing the test dataset.srt | 5.51 KiB |
| 5. PD Model Data Preparation/31.1 Data preparation. Preprocessing the test dataset with comments.html | 189 B |
| 5. PD Model Data Preparation/31.2 Data preparation. Preprocessing the test dataset.html | 167 B |
| 5. PD Model Data Preparation/32. PD model data preparation notebooks.html | 85 B |
| 5. PD Model Data Preparation/32.1 PD model data preparation.html | 156 B |
| 5. PD Model Data Preparation/32.2 PD model data preparation with comments.html | 178 B |
| 5. PD Model Data Preparation/4. Dependent variable Good Bad (default) definition.html | 141 B |
| 5. PD Model Data Preparation/5. Fine classing, weight of evidence, and coarse classing.mp4 | 55.34 MiB |
| 5. PD Model Data Preparation/5. Fine classing, weight of evidence, and coarse classing.srt | 8.67 KiB |
| 5. PD Model Data Preparation/6. Fine classing, weight of evidence, and coarse classing.html | 141 B |
| 5. PD Model Data Preparation/7. Information value.mp4 | 44.7 MiB |
| 5. PD Model Data Preparation/7. Information value.srt | 6.85 KiB |
| 5. PD Model Data Preparation/8. Information value.html | 141 B |
| 5. PD Model Data Preparation/9. Data preparation. Splitting data.mp4 | 59.38 MiB |
| 5. PD Model Data Preparation/9. Data preparation. Splitting data.srt | 11.54 KiB |
| 5. PD Model Data Preparation/9.1 Data preparation. Splitting data.html | 166 B |
| 5. PD Model Data Preparation/9.2 Data preparation. Splitting data with comments.html | 188 B |
| 5. PD Model Data Preparation/Download Paid Udemy Courses For Free.url | 116 B |
| 5. PD Model Data Preparation/GetFreeCourses.Co.url | 116 B |
| 5. PD Model Data Preparation/How you can help GetFreeCourses.Co.txt | 182 B |
| 6. PD model estimation/1. The PD model. Logistic regression with dummy variables.mp4 | 60.51 MiB |
| 6. PD model estimation/1. The PD model. Logistic regression with dummy variables.srt | 10.55 KiB |
| 6. PD model estimation/2. The PD model. Logistic regression with dummy variables.html | 141 B |
| 6. PD model estimation/3. Loading the data and selecting the features.mp4 | 43.26 MiB |
| 6. PD model estimation/3. Loading the data and selecting the features.srt | 7.36 KiB |
| 6. PD model estimation/3.1 Loading the data and selecting the features.html | 165 B |
| 6. PD model estimation/3.2 Loading the data and selecting the features with comments.html | 187 B |
| 6. PD model estimation/4. PD model estimation.mp4 | 24.92 MiB |
| 6. PD model estimation/4. PD model estimation.srt | 4.93 KiB |
| 6. PD model estimation/4.1 PD model estimation.html | 165 B |
| 6. PD model estimation/4.2 PD model estimation with comments.html | 187 B |
| 6. PD model estimation/5. Build a logistic regression model with p-values.mp4 | 102.45 MiB |
| 6. PD model estimation/5. Build a logistic regression model with p-values.srt | 14.49 KiB |
| 6. PD model estimation/5.1 Build a logistic regression model with p-values.html | 165 B |
| 6. PD model estimation/5.2 Build a logistic regression model with p-values with comments.html | 187 B |
| 6. PD model estimation/6. Build a logistic regression model with p-values.html | 141 B |
| 6. PD model estimation/7. Interpreting the coefficients in the PD model.mp4 | 35.23 MiB |
| 6. PD model estimation/7. Interpreting the coefficients in the PD model.srt | 7.99 KiB |
| 6. PD model estimation/8. Interpreting the coefficients in the PD model.html | 141 B |
| 7. PD model validation/1. Out-of-sample validation (test).mp4 | 52.43 MiB |
| 7. PD model validation/1. Out-of-sample validation (test).srt | 8.79 KiB |
| 7. PD model validation/1.1 Out-of-sample validation (test).html | 165 B |
| 7. PD model validation/1.2 Out-of-sample validation (test) with comments.html | 187 B |
| 7. PD model validation/2. Out-of-sample validation (test).html | 141 B |
| 7. PD model validation/3. Evaluation of model performance accuracy and area under the curve (AUC).mp4 | 75.9 MiB |
| 7. PD model validation/3. Evaluation of model performance accuracy and area under the curve (AUC).srt | 14.4 KiB |
| 7. PD model validation/3.1 Evaluation of model performance accuracy and area under the curve (AUC) with comments.html | 187 B |
| 7. PD model validation/3.2 Evaluation of model performance accuracy and area under the curve (AUC).html | 165 B |
| 7. PD model validation/4. Evaluation of model performance accuracy and area under the curve (AUC).html | 141 B |
| 7. PD model validation/5. Evaluation of model performance Gini and Kolmogorov-Smirnov.mp4 | 69.86 MiB |
| 7. PD model validation/5. Evaluation of model performance Gini and Kolmogorov-Smirnov.srt | 13.46 KiB |
| 7. PD model validation/5.1 Evaluation of model performance Gini and Kolmogorov-Smirnov with comments.html | 187 B |
| 7. PD model validation/5.2 Evaluation of model performance Gini and Kolmogorov-Smirnov.html | 165 B |
| 7. PD model validation/6. Evaluation of model performance Gini and Kolmogorov-Smirnov.html | 141 B |
| 8. Applying the PD Model for decision making/1. Calculating probability of default for a single customer.mp4 | 39.75 MiB |
| 8. Applying the PD Model for decision making/1. Calculating probability of default for a single customer.srt | 5.55 KiB |
| 8. Applying the PD Model for decision making/1.1 Calculating probability of default for a single customer with comments.html | 187 B |
| 8. Applying the PD Model for decision making/1.2 Calculating probability of default for a single customer.html | 165 B |
| 8. Applying the PD Model for decision making/10. Setting cut-offs. Homework.html | 957 B |
| 8. Applying the PD Model for decision making/11. PD model logistic regression notebooks.html | 73 B |
| 8. Applying the PD Model for decision making/11.1 PD model complete with comments.html | 177 B |
| 8. Applying the PD Model for decision making/11.2 PD model complete.html | 155 B |
| 8. Applying the PD Model for decision making/2. Creating a scorecard.mp4 | 97.45 MiB |
| 8. Applying the PD Model for decision making/2. Creating a scorecard.srt | 16.75 KiB |
| 8. Applying the PD Model for decision making/2.1 Creating a scorecard with comments.html | 187 B |
| 8. Applying the PD Model for decision making/2.2 Creating a scorecard.html | 165 B |
| 8. Applying the PD Model for decision making/3. Creating a scorecard.html | 141 B |
| 8. Applying the PD Model for decision making/4. Calculating credit score.mp4 | 41.14 MiB |
| 8. Applying the PD Model for decision making/4. Calculating credit score.srt | 7.54 KiB |
| 8. Applying the PD Model for decision making/4.1 Calculating credit score.html | 165 B |
| 8. Applying the PD Model for decision making/4.2 Calculating credit score with comments.html | 187 B |
| 8. Applying the PD Model for decision making/5. Calculating credit score.html | 141 B |
| 8. Applying the PD Model for decision making/6. From credit score to PD.mp4 | 23.2 MiB |
| 8. Applying the PD Model for decision making/6. From credit score to PD.srt | 4.14 KiB |
| 8. Applying the PD Model for decision making/6.1 From credit score to PD.html | 165 B |
| 8. Applying the PD Model for decision making/6.2 From credit score to PD with comments.html | 187 B |
| 8. Applying the PD Model for decision making/7. From credit score to PD.html | 141 B |
| 8. Applying the PD Model for decision making/8. Setting cut-offs.mp4 | 76.02 MiB |
| 8. Applying the PD Model for decision making/8. Setting cut-offs.srt | 11.41 KiB |
| 8. Applying the PD Model for decision making/8.1 Setting cut-offs.html | 165 B |
| 8. Applying the PD Model for decision making/8.2 Setting cut-offs with comments.html | 187 B |
| 8. Applying the PD Model for decision making/9. Setting cut-offs.html | 141 B |
| 9. PD model monitoring/1. PD model monitoring via assessing population stability.mp4 | 39.03 MiB |
| 9. PD model monitoring/1. PD model monitoring via assessing population stability.srt | 6.85 KiB |
| 9. PD model monitoring/2. PD model monitoring via assessing population stability.html | 141 B |
| 9. PD model monitoring/3. Population stability index preprocessing.mp4 | 105.25 MiB |
| 9. PD model monitoring/3. Population stability index preprocessing.srt | 14.75 KiB |
| 9. PD model monitoring/4. Population stability index calculation and interpretation.mp4 | 91.64 MiB |
| 9. PD model monitoring/4. Population stability index calculation and interpretation.srt | 14.26 KiB |
| 9. PD model monitoring/4.1 Monitoring.html | 155 B |
| 9. PD model monitoring/4.2 Monitoring with comments.html | 177 B |
| 9. PD model monitoring/5. Population stability index calculation and interpretation.html | 141 B |
| 9. PD model monitoring/6. Homework building an updated PD model.html | 82 B |
| 9. PD model monitoring/6.1 Dataset with new data (loan_data_2015.csv).html | 126 B |
| Download Paid Udemy Courses For Free.url | 116 B |
| GetFreeCourses.Co.url | 116 B |
| How you can help GetFreeCourses.Co.txt | 182 B |
