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0. Websites you may like/[CourseClub.Me].url 122 B
0. Websites you may like/[GigaCourse.Com].url 49 B
1 - Introduction/1 - What does the course cover English.vtt 7.09 KB
1 - Introduction/1 - What does the course cover French.vtt 8.05 KB
1 - Introduction/1 - What does the course cover.mp4 72.92 MB
1 - Introduction/1 - What is credit risk and why is it important.html 0 B
1 - Introduction/2 - Expected loss EL and its components PD LGD and EAD.html 0 B
1 - Introduction/2 - What is credit risk and why is it important English.vtt 5.5 KB
1 - Introduction/2 - What is credit risk and why is it important French.vtt 6.22 KB
1 - Introduction/2 - What is credit risk and why is it important.mp4 58.17 MB
1 - Introduction/3 - Capital adequacy regulations and the Basel II accord.html 0 B
1 - Introduction/3 - Expected loss EL and its components PD LGD and EAD English.vtt 4.65 KB
1 - Introduction/3 - Expected loss EL and its components PD LGD and EAD French.vtt 5.23 KB
1 - Introduction/3 - Expected loss EL and its components PD LGD and EAD.mp4 47.95 MB
1 - Introduction/4 - Basel II approaches SA FIRB and AIRB.html 0 B
1 - Introduction/4 - Capital adequacy regulations and the Basel II accord English.vtt 5.11 KB
1 - Introduction/4 - Capital adequacy regulations and the Basel II accord French.vtt 5.72 KB
1 - Introduction/4 - Capital adequacy regulations and the Basel II accord.mp4 21.04 MB
1 - Introduction/5 - Basel II approaches SA F English.vtt 11.21 KB
1 - Introduction/5 - Basel II approaches SA F French.vtt 12.69 KB
1 - Introduction/5 - Basel II approaches SA F.mp4 62.71 MB
1 - Introduction/5 - Different facility types asset classes and credit risk modeling approaches.html 0 B
1 - Introduction/6 - Different facility types asset classes and credit risk modeling approaches English.vtt 10.84 KB
1 - Introduction/6 - Different facility types asset classes and credit risk modeling approaches French.vtt 12.18 KB
1 - Introduction/6 - Different facility types asset classes and credit risk modeling approaches.mp4 43.41 MB
10 - LGD and EAD Models Preparing the data/37 - LGD and EAD models independent variables.html 0 B
10 - LGD and EAD Models Preparing the data/38 - LGD and EAD models dependent variables.html 0 B
10 - LGD and EAD Models Preparing the data/39 - LGD and EAD models distribution of recovery rates and credit conversion factors.html 0 B
10 - LGD and EAD Models Preparing the data/59 - LGD and EAD models independent variables English.vtt 7.5 KB
10 - LGD and EAD Models Preparing the data/59 - LGD and EAD models independent variables French.vtt 8.69 KB
10 - LGD and EAD Models Preparing the data/59 - LGD and EAD models independent variables with comments.txt 141 B
10 - LGD and EAD Models Preparing the data/59 - LGD and EAD models independent variables.mp4 30.41 MB
10 - LGD and EAD Models Preparing the data/59 - LGD and EAD models independent variables.txt 119 B
10 - LGD and EAD Models Preparing the data/59 - loandata20072014preprocessedcsv.txt 83 B
10 - LGD and EAD Models Preparing the data/60 - LGD and EAD models dependent variables English.vtt 5.87 KB
10 - LGD and EAD Models Preparing the data/60 - LGD and EAD models dependent variables French.vtt 6.9 KB
10 - LGD and EAD Models Preparing the data/60 - LGD and EAD models dependent variables with comments.txt 141 B
10 - LGD and EAD Models Preparing the data/60 - LGD and EAD models dependent variables.mp4 25 MB
10 - LGD and EAD Models Preparing the data/60 - LGD and EAD models dependent variables.txt 119 B
10 - LGD and EAD Models Preparing the data/61 - LGD and EAD models distribution of recovery rates and credit conversion factors English.vtt 6.77 KB
10 - LGD and EAD Models Preparing the data/61 - LGD and EAD models distribution of recovery rates and credit conversion factors French.vtt 7.88 KB
10 - LGD and EAD Models Preparing the data/61 - LGD and EAD models distribution of recovery rates and credit conversion factors with comments.txt 141 B
10 - LGD and EAD Models Preparing the data/61 - LGD and EAD models distribution of recovery rates and credit conversion factors.mp4 25.48 MB
10 - LGD and EAD Models Preparing the data/61 - LGD and EAD models distribution of recovery rates and credit conversion factors.txt 119 B
11 - LGD model/40 - LGD model testing the model.html 0 B
11 - LGD model/41 - LGD model stage 2 linear regression with comments.html 0 B
11 - LGD model/42 - LGD model stage 2 linear regression evaluation.html 0 B
11 - LGD model/43 - LGD model combining stage 1 and stage 2.html 0 B
11 - LGD model/62 - LGD model preparing the inputs English.vtt 3.82 KB
11 - LGD model/62 - LGD model preparing the inputs French.vtt 4.73 KB
11 - LGD model/62 - LGD model preparing the inputs with comments.txt 141 B
11 - LGD model/62 - LGD model preparing the inputs.mp4 11.37 MB
11 - LGD model/62 - LGD model preparing the inputs.txt 119 B
11 - LGD model/62 - loandata20072014preprocessedcsv.txt 83 B
11 - LGD model/63 - LGD model testing the model English.vtt 6.21 KB
11 - LGD model/63 - LGD model testing the model French.vtt 7 KB
11 - LGD model/63 - LGD model testing the model with comments.txt 141 B
11 - LGD model/63 - LGD model testing the model.mp4 31.98 MB
11 - LGD model/63 - LGD model testing the model.txt 119 B
11 - LGD model/64 - LGD model estimating the accuracy of the model English.vtt 5.13 KB
11 - LGD model/64 - LGD model estimating the accuracy of the model French.vtt 5.89 KB
11 - LGD model/64 - LGD model estimating the accuracy of the model with comments.txt 141 B
11 - LGD model/64 - LGD model estimating the accuracy of the model.mp4 22.58 MB
11 - LGD model/64 - LGD model estimating the accuracy of the model.txt 119 B
11 - LGD model/65 - LGD model saving the model English.vtt 3.53 KB
11 - LGD model/65 - LGD model saving the model French.vtt 4.09 KB
11 - LGD model/65 - LGD model saving the model with comments.txt 141 B
11 - LGD model/65 - LGD model saving the model.mp4 14.4 MB
11 - LGD model/65 - LGD model saving the model.txt 119 B
11 - LGD model/66 - LGD model stage 2 linear regression English.vtt 4.63 KB
11 - LGD model/66 - LGD model stage 2 linear regression French.vtt 5.5 KB
11 - LGD model/66 - LGD model stage 2 linear regression with comments.txt 141 B
11 - LGD model/66 - LGD model stage 2 linear regression.mp4 30.96 MB
11 - LGD model/66 - LGD model stage 2 linear regression.txt 119 B
11 - LGD model/67 - LGD model stage 2 linear regression evaluation English.vtt 3.98 KB
11 - LGD model/67 - LGD model stage 2 linear regression evaluation French.vtt 4.62 KB
11 - LGD model/67 - LGD model stage 2 linear regression evaluation with comments.txt 141 B
11 - LGD model/67 - LGD model stage 2 linear regression evaluation.mp4 19.72 MB
11 - LGD model/67 - LGD model stage 2 linear regression evaluation.txt 119 B
11 - LGD model/68 - LGD model combining stage 1 and stage 2 English.vtt 3.7 KB
11 - LGD model/68 - LGD model combining stage 1 and stage 2 French.vtt 4.36 KB
11 - LGD model/68 - LGD model combining stage 1 and stage 2 with comments.txt 141 B
11 - LGD model/68 - LGD model combining stage 1 and stage 2.mp4 15.14 MB
11 - LGD model/68 - LGD model combining stage 1 and stage 2.txt 119 B
11 - LGD model/69 - Dataset with new data loandata2015csv.txt 65 B
11 - LGD model/69 - Homework building an updated LGD model.html 1.43 KB
11 - LGD model/[CourseClub.Me].url 122 B
11 - LGD model/[GigaCourse.Com].url 49 B
12 - EAD model/44 - EAD model estimation and interpretation.html 0 B
12 - EAD model/45 - EAD model validation.html 0 B
12 - EAD model/70 - EAD model estimation and interpretation English.vtt 7.32 KB
12 - EAD model/70 - EAD model estimation and interpretation French.vtt 8.17 KB
12 - EAD model/70 - EAD model estimation and interpretation with comments.txt 141 B
12 - EAD model/70 - EAD model estimation and interpretation.mp4 29.59 MB
12 - EAD model/70 - EAD model estimation and interpretation.txt 119 B
12 - EAD model/71 - EAD model validation English.vtt 4.97 KB
12 - EAD model/71 - EAD model validation French.vtt 5.67 KB
12 - EAD model/71 - EAD model validation with comments.txt 141 B
12 - EAD model/71 - EAD model validation.mp4 21.83 MB
12 - EAD model/71 - EAD model validation.txt 119 B
12 - EAD model/72 - Homework building an updated EAD model.html 875 B
13 - Calculating expected loss/46 - Calculating expected loss.html 0 B
13 - Calculating expected loss/73 - Calculating expected loss English.vtt 18.08 KB
13 - Calculating expected loss/73 - Calculating expected loss French.vtt 20.99 KB
13 - Calculating expected loss/73 - Calculating expected loss with comments.txt 146 B
13 - Calculating expected loss/73 - Calculating expected loss.mp4 79.54 MB
13 - Calculating expected loss/73 - Calculating expected loss.txt 124 B
13 - Calculating expected loss/74 - Calculating expected loss complete notebook with comments.txt 146 B
13 - Calculating expected loss/74 - Calculating expected loss complete notebook.txt 124 B
13 - Calculating expected loss/74 - Homework calculate expected loss on more recent data.html 974 B
13 - Calculating expected loss/75 - Completing 100.html 2.19 KB
2 - Setting up the working environment/10 - Jupyter Dashboard English.vtt 2.71 KB
2 - Setting up the working environment/10 - Jupyter Dashboard French.vtt 3.24 KB
2 - Setting up the working environment/10 - Jupyter Dashboard.mp4 4.45 MB
2 - Setting up the working environment/11 - Jupyter Dashboard English.vtt 6.07 KB
2 - Setting up the working environment/11 - Jupyter Dashboard French.vtt 6.91 KB
2 - Setting up the working environment/11 - Jupyter Dashboard.mp4 12.3 MB
2 - Setting up the working environment/11 - ShortcutsforJupyter.pdf 619.17 KB
2 - Setting up the working environment/12 - Installing the sklearn package English.vtt 1.69 KB
2 - Setting up the working environment/12 - Installing the sklearn package French.vtt 1.93 KB
2 - Setting up the working environment/12 - Installing the sklearn package.mp4 3.29 MB
2 - Setting up the working environment/7 - Setting up the environment English.vtt 1.19 KB
2 - Setting up the working environment/7 - Setting up the environment French.vtt 1.29 KB
2 - Setting up the working environment/7 - Setting up the environment.mp4 1.76 MB
2 - Setting up the working environment/8 - Why Python and why Jupyter English.vtt 5.8 KB
2 - Setting up the working environment/8 - Why Python and why Jupyter French.vtt 6.45 KB
2 - Setting up the working environment/8 - Why Python and why Jupyter.mp4 9.81 MB
2 - Setting up the working environment/9 - Installing Anaconda English.vtt 4.04 KB
2 - Setting up the working environment/9 - Installing Anaconda French.vtt 4.64 KB
2 - Setting up the working environment/9 - Installing Anaconda.mp4 10.06 MB
2 - Setting up the working environment/[CourseClub.Me].url 122 B
2 - Setting up the working environment/[GigaCourse.Com].url 49 B
3 - Dataset description/13 - Data Preparation.txt 105 B
3 - Dataset description/13 - Data preparation with comments.txt 127 B
3 - Dataset description/13 - Dataset for the course.txt 70 B
3 - Dataset description/13 - LCDataDictionaryxlsx 19.6 KB
3 - Dataset description/13 - Our example consumer loans A first look at the dataset English.vtt 3.41 KB
3 - Dataset description/13 - Our example consumer loans A first look at the dataset French.vtt 4.05 KB
3 - Dataset description/13 - Our example consumer loans A first look at the dataset.mp4 36.7 MB
3 - Dataset description/14 - Dataset for the course.txt 70 B
3 - Dataset description/14 - Dependent variables and independent variables English.vtt 7.23 KB
3 - Dataset description/14 - Dependent variables and independent variables French.vtt 8.03 KB
3 - Dataset description/14 - Dependent variables and independent variables.mp4 24.05 MB
3 - Dataset description/6 - Our example consumer loans A first look at the dataset.html 0 B
3 - Dataset description/7 - Dependent variables and independent variables.html 0 B
4 - General preprocessing/10 - Preprocessing few discrete variables.html 0 B
4 - General preprocessing/11 - Check for missing values and clean.html 0 B
4 - General preprocessing/15 - Importing the data into Python English.vtt 4.91 KB
4 - General preprocessing/15 - Importing the data into Python French.vtt 5.83 KB
4 - General preprocessing/15 - Importing the data into Python with comments.txt 127 B
4 - General preprocessing/15 - Importing the data into Python.mp4 24.83 MB
4 - General preprocessing/15 - Importing the data into Python.txt 105 B
4 - General preprocessing/16 - Preprocessing few continuous variables English.vtt 15.25 KB
4 - General preprocessing/16 - Preprocessing few continuous variables French.vtt 17.61 KB
4 - General preprocessing/16 - Preprocessing few continuous variables with comments.txt 127 B
4 - General preprocessing/16 - Preprocessing few continuous variables.mp4 54.51 MB
4 - General preprocessing/16 - Preprocessing few continuous variables.txt 105 B
4 - General preprocessing/17 - Preprocessing few continuous variables Homework Solution with comments.txt 127 B
4 - General preprocessing/17 - Preprocessing few continuous variables Homework Solution.txt 105 B
4 - General preprocessing/17 - Preprocessing few continuous variables Homework.html 919 B
4 - General preprocessing/18 - Preprocessing few discrete variables English.vtt 8.03 KB
4 - General preprocessing/18 - Preprocessing few discrete variables French.vtt 9.05 KB
4 - General preprocessing/18 - Preprocessing few discrete variables with comments.txt 127 B
4 - General preprocessing/18 - Preprocessing few discrete variables.mp4 29.39 MB
4 - General preprocessing/18 - Preprocessing few discrete variables.txt 105 B
4 - General preprocessing/19 - Check for missing values and clean English.vtt 3.97 KB
4 - General preprocessing/19 - Check for missing values and clean French.vtt 4.6 KB
4 - General preprocessing/19 - Check for missing values and clean with comments.txt 127 B
4 - General preprocessing/19 - Check for missing values and clean.mp4 20.78 MB
4 - General preprocessing/19 - Check for missing values and clean.txt 105 B
4 - General preprocessing/20 - Check for missing values and clean Homework.html 668 B
4 - General preprocessing/20 - Check for missing values and clean the data Homework Solution with comments.txt 127 B
4 - General preprocessing/20 - Check for missing values and clean the data Homework Solution.txt 105 B
4 - General preprocessing/8 - Importing the data into Python.html 0 B
4 - General preprocessing/9 - Preprocessing few continuous variables.html 0 B
5 - PD Model Data Preparation/12 - How is the PD model going to look like.html 0 B
5 - PD Model Data Preparation/13 - Dependent variable Good Bad default definition.html 0 B
5 - PD Model Data Preparation/14 - Fine classing weight of evidence and coarse classing.html 0 B
5 - PD Model Data Preparation/15 - Information value.html 0 B
5 - PD Model Data Preparation/16 - Data preparation Splitting data.html 0 B
5 - PD Model Data Preparation/17 - Data preparation An example.html 0 B
5 - PD Model Data Preparation/18 - Data preparation Preprocessing discrete variables automating calculations.html 0 B
5 - PD Model Data Preparation/19 - Data preparation Preprocessing discrete variables creating dummies Part 1.html 0 B
5 - PD Model Data Preparation/20 - Data preparation Preprocessing discrete variables creating dummies Part 2.html 0 B
5 - PD Model Data Preparation/21 - Data preparation Preprocessing continuous variables Automating calculations.html 0 B
5 - PD Model Data Preparation/21 - How is the PD model going to look like English.vtt 4.68 KB
5 - PD Model Data Preparation/21 - How is the PD model going to look like French.vtt 5.4 KB
5 - PD Model Data Preparation/21 - How is the PD model going to look like.mp4 15.87 MB
5 - PD Model Data Preparation/22 - Data preparation Preprocessing continuous variables creating dummies Part 1.html 0 B
5 - PD Model Data Preparation/22 - Dependent variable Good Bad default definition English.vtt 6.3 KB
5 - PD Model Data Preparation/22 - Dependent variable Good Bad default definition French.vtt 7.33 KB
5 - PD Model Data Preparation/22 - Dependent variable Good Bad default definition.mp4 28.44 MB
5 - PD Model Data Preparation/22 - Dependent variable GoodBad with comments.txt 127 B
5 - PD Model Data Preparation/22 - Dependent variable GoodBad.txt 105 B
5 - PD Model Data Preparation/23 - Data preparation Preprocessing continuous variables creating dummies Part 2.html 0 B
5 - PD Model Data Preparation/23 - Fine classing weight of evidence and coarse classing English.vtt 7.67 KB
5 - PD Model Data Preparation/23 - Fine classing weight of evidence and coarse classing French.vtt 8.57 KB
5 - PD Model Data Preparation/23 - Fine classing weight of evidence and coarse classing.mp4 55.34 MB
5 - PD Model Data Preparation/24 - Data preparation Preprocessing continuous variables creating dummies Part 3.html 0 B
5 - PD Model Data Preparation/24 - Information value English.vtt 6.17 KB
5 - PD Model Data Preparation/24 - Information value French.vtt 6.89 KB
5 - PD Model Data Preparation/24 - Information value.mp4 20.02 MB
5 - PD Model Data Preparation/25 - Data preparation Splitting data English.vtt 9.85 KB
5 - PD Model Data Preparation/25 - Data preparation Splitting data French.vtt 11.66 KB
5 - PD Model Data Preparation/25 - Data preparation Splitting data with comments.txt 127 B
5 - PD Model Data Preparation/25 - Data preparation Splitting data.mp4 28.63 MB
5 - PD Model Data Preparation/25 - Data preparation Splitting data.txt 105 B
5 - PD Model Data Preparation/26 - Data preparation An example English.vtt 9.78 KB
5 - PD Model Data Preparation/26 - Data preparation An example French.vtt 10.79 KB
5 - PD Model Data Preparation/26 - Data preparation An example with comments.txt 127 B
5 - PD Model Data Preparation/26 - Data preparation An example.mp4 32.5 MB
5 - PD Model Data Preparation/26 - Data preparation An example.txt 105 B
5 - PD Model Data Preparation/27 - Data preparation Preprocessing discrete variables automating calculations English.vtt 6.89 KB
5 - PD Model Data Preparation/27 - Data preparation Preprocessing discrete variables automating calculations French.vtt 7.88 KB
5 - PD Model Data Preparation/27 - Data preparation Preprocessing discrete variables automating calculations with comments.txt 127 B
5 - PD Model Data Preparation/27 - Data preparation Preprocessing discrete variables automating calculations.mp4 34.97 MB
5 - PD Model Data Preparation/27 - Data preparation Preprocessing discrete variables automating calculations.txt 105 B
5 - PD Model Data Preparation/28 - Data preparation Preprocessing discrete variables visualizing results English.vtt 11.16 KB
5 - PD Model Data Preparation/28 - Data preparation Preprocessing discrete variables visualizing results French.vtt 12.83 KB
5 - PD Model Data Preparation/28 - Data preparation Preprocessing discrete variables visualizing results with comments.txt 127 B
5 - PD Model Data Preparation/28 - Data preparation Preprocessing discrete variables visualizing results.mp4 41.63 MB
5 - PD Model Data Preparation/28 - Data preparation Preprocessing discrete variables visualizing results.txt 105 B
5 - PD Model Data Preparation/29 - Data preparation Preprocessing discrete variables creating dummies Part 1 English.vtt 8.43 KB
5 - PD Model Data Preparation/29 - Data preparation Preprocessing discrete variables creating dummies Part 1 French.vtt 9.69 KB
5 - PD Model Data Preparation/29 - Data preparation Preprocessing discrete variables creating dummies Part 1 with comments.txt 127 B
5 - PD Model Data Preparation/29 - Data preparation Preprocessing discrete variables creating dummies Part 1.mp4 36.49 MB
5 - PD Model Data Preparation/29 - Data preparation Preprocessing discrete variables creating dummies Part 1.txt 105 B
5 - PD Model Data Preparation/30 - Data preparation Preprocessing discrete variables creating dummies Part 2 English.vtt 13.48 KB
5 - PD Model Data Preparation/30 - Data preparation Preprocessing discrete variables creating dummies Part 2 French.vtt 15.03 KB
5 - PD Model Data Preparation/30 - Data preparation Preprocessing discrete variables creating dummies Part 2 with comments.txt 128 B
5 - PD Model Data Preparation/30 - Data preparation Preprocessing discrete variables creating dummies Part 2.mp4 75.38 MB
5 - PD Model Data Preparation/30 - Data preparation Preprocessing discrete variables creating dummies Part 2.txt 106 B
5 - PD Model Data Preparation/31 - Data preparation Preprocessing discrete variables Homework Soluton.txt 106 B
5 - PD Model Data Preparation/31 - Data preparation Preprocessing discrete variables Homework with comments.txt 128 B
5 - PD Model Data Preparation/31 - Data preparation Preprocessing discrete variables Homework.html 1.23 KB
5 - PD Model Data Preparation/32 - Data preparation Preprocessing continuous variables Automating calculations English.vtt 5.75 KB
5 - PD Model Data Preparation/32 - Data preparation Preprocessing continuous variables Automating calculations French.vtt 6.53 KB
5 - PD Model Data Preparation/32 - Data preparation Preprocessing continuous variables Automating calculations with comments.txt 128 B
5 - PD Model Data Preparation/32 - Data preparation Preprocessing continuous variables Automating calculations.mp4 34.19 MB
5 - PD Model Data Preparation/32 - Data preparation Preprocessing continuous variables Automating calculations.txt 106 B
5 - PD Model Data Preparation/33 - Data preparation Preprocessing continuous variables creating dummies Part 1 English.vtt 8.68 KB
5 - PD Model Data Preparation/33 - Data preparation Preprocessing continuous variables creating dummies Part 1 French.vtt 9.78 KB
5 - PD Model Data Preparation/33 - Data preparation Preprocessing continuous variables creating dummies Part 1 with comments.txt 128 B
5 - PD Model Data Preparation/33 - Data preparation Preprocessing continuous variables creating dummies Part 1.mp4 44.03 MB
5 - PD Model Data Preparation/33 - Data preparation Preprocessing continuous variables creating dummies Part 1.txt 106 B
5 - PD Model Data Preparation/34 - Data preparation Preprocessing continuous variables creating dummies Part 2 English.vtt 17.09 KB
5 - PD Model Data Preparation/34 - Data preparation Preprocessing continuous variables creating dummies Part 2 French.vtt 19.11 KB
5 - PD Model Data Preparation/34 - Data preparation Preprocessing continuous variables creating dummies Part 2 with comments.txt 128 B
5 - PD Model Data Preparation/34 - Data preparation Preprocessing continuous variables creating dummies Part 2.mp4 87.84 MB
5 - PD Model Data Preparation/34 - Data preparation Preprocessing continuous variables creating dummies Part 2.txt 106 B
5 - PD Model Data Preparation/35 - Data preparation Preprocessing continuous variables creating dummies Homework with comments.txt 128 B
5 - PD Model Data Preparation/35 - Data preparation Preprocessing continuous variables creating dummies Homework.html 1.9 KB
5 - PD Model Data Preparation/35 - Data preparation Preprocessing continuous variables creating dummies Homework.txt 106 B
5 - PD Model Data Preparation/36 - Data preparation Preprocessing continuous variables creating dummies Part 3 English.vtt 14.68 KB
5 - PD Model Data Preparation/36 - Data preparation Preprocessing continuous variables creating dummies Part 3 French.vtt 16.8 KB
5 - PD Model Data Preparation/36 - Data preparation Preprocessing continuous variables creating dummies Part 3 with comments.txt 128 B
5 - PD Model Data Preparation/36 - Data preparation Preprocessing continuous variables creating dummies Part 3.mp4 81.43 MB
5 - PD Model Data Preparation/36 - Data preparation Preprocessing continuous variables creating dummies Part 3.txt 106 B
5 - PD Model Data Preparation/37 - Data preparation Preprocessing continuous variables creating dummies Homework Solution.txt 106 B
5 - PD Model Data Preparation/37 - Data preparation Preprocessing continuous variables creating dummies Homework with comments.txt 128 B
5 - PD Model Data Preparation/37 - Data preparation Preprocessing continuous variables creating dummies Homework.html 1.38 KB
5 - PD Model Data Preparation/38 - Data preparation Preprocessing the test dataset English.vtt 4.89 KB
5 - PD Model Data Preparation/38 - Data preparation Preprocessing the test dataset French.vtt 5.93 KB
5 - PD Model Data Preparation/38 - Data preparation Preprocessing the test dataset with comments.txt 128 B
5 - PD Model Data Preparation/38 - Data preparation Preprocessing the test dataset.mp4 22.14 MB
5 - PD Model Data Preparation/38 - Data preparation Preprocessing the test dataset.txt 106 B
5 - PD Model Data Preparation/39 - PD model data preparation notebooks.html 85 B
5 - PD Model Data Preparation/39 - PD model data preparation with comments.txt 117 B
5 - PD Model Data Preparation/39 - PD model data preparation.txt 95 B
6 - PD model estimation/25 - The PD model Logistic regression with dummy variables.html 0 B
6 - PD model estimation/26 - Build a logistic regression model with pvalues.html 0 B
6 - PD model estimation/27 - Interpreting the coefficients in the PD model.html 0 B
6 - PD model estimation/40 - The PD model Logistic regression with dummy variables English.vtt 9.67 KB
6 - PD model estimation/40 - The PD model Logistic regression with dummy variables French.vtt 10.68 KB
6 - PD model estimation/40 - The PD model Logistic regression with dummy variables.mp4 26.86 MB
6 - PD model estimation/41 - Loading the data and selecting the features English.vtt 6.41 KB
6 - PD model estimation/41 - Loading the data and selecting the features French.vtt 7.52 KB
6 - PD model estimation/41 - Loading the data and selecting the features with comments.txt 126 B
6 - PD model estimation/41 - Loading the data and selecting the features.mp4 36.32 MB
6 - PD model estimation/41 - Loading the data and selecting the features.txt 104 B
6 - PD model estimation/42 - PD model estimation English.vtt 4.36 KB
6 - PD model estimation/42 - PD model estimation French.vtt 5.05 KB
6 - PD model estimation/42 - PD model estimation with comments.txt 126 B
6 - PD model estimation/42 - PD model estimation.mp4 18.34 MB
6 - PD model estimation/42 - PD model estimation.txt 104 B
6 - PD model estimation/43 - Build a logistic regression model with p English.vtt 12.83 KB
6 - PD model estimation/43 - Build a logistic regression model with p French.vtt 14.69 KB
6 - PD model estimation/43 - Build a logistic regression model with p.mp4 87.28 MB
6 - PD model estimation/43 - Build a logistic regression model with pvalues with comments.txt 126 B
6 - PD model estimation/43 - Build a logistic regression model with pvalues.txt 104 B
6 - PD model estimation/44 - Interpreting the coefficients in the PD model English.vtt 7.17 KB
6 - PD model estimation/44 - Interpreting the coefficients in the PD model French.vtt 7.94 KB
6 - PD model estimation/44 - Interpreting the coefficients in the PD model.mp4 35.23 MB
7 - PD model validation/28 - Outofsample validation test.html 0 B
7 - PD model validation/29 - Evaluation of model performance accuracy and area under the curve AUC.html 0 B
7 - PD model validation/30 - Evaluation of model performance Gini and KolmogorovSmirnov.html 0 B
7 - PD model validation/45 - Out English.vtt 7.68 KB
7 - PD model validation/45 - Out French.vtt 9.35 KB
7 - PD model validation/45 - Out.mp4 32.97 MB
7 - PD model validation/45 - Outofsample validation test with comments.txt 126 B
7 - PD model validation/45 - Outofsample validation test.txt 104 B
7 - PD model validation/46 - Evaluation of model performance accuracy and area under the curve AUC English.vtt 12.76 KB
7 - PD model validation/46 - Evaluation of model performance accuracy and area under the curve AUC French.vtt 14.2 KB
7 - PD model validation/46 - Evaluation of model performance accuracy and area under the curve AUC with comments.txt 126 B
7 - PD model validation/46 - Evaluation of model performance accuracy and area under the curve AUC.mp4 48.29 MB
7 - PD model validation/46 - Evaluation of model performance accuracy and area under the curve AUC.txt 104 B
7 - PD model validation/47 - Evaluation of model performance Gini and Kolmogorov English.vtt 11.97 KB
7 - PD model validation/47 - Evaluation of model performance Gini and Kolmogorov French.vtt 13.3 KB
7 - PD model validation/47 - Evaluation of model performance Gini and Kolmogorov.mp4 44.75 MB
7 - PD model validation/47 - Evaluation of model performance Gini and KolmogorovSmirnov with comments.txt 126 B
7 - PD model validation/47 - Evaluation of model performance Gini and KolmogorovSmirnov.txt 104 B
7 - PD model validation/[CourseClub.Me].url 122 B
7 - PD model validation/[GigaCourse.Com].url 49 B
8 - Applying the PD Model for decision making/31 - Creating a scorecard.html 0 B
8 - Applying the PD Model for decision making/32 - Calculating credit score.html 0 B
8 - Applying the PD Model for decision making/33 - From credit score to PD.html 0 B
8 - Applying the PD Model for decision making/34 - Setting cutoffs.html 0 B
8 - Applying the PD Model for decision making/48 - Calculating probability of default for a single customer English.vtt 5.24 KB
8 - Applying the PD Model for decision making/48 - Calculating probability of default for a single customer French.vtt 5.53 KB
8 - Applying the PD Model for decision making/48 - Calculating probability of default for a single customer with comments.txt 126 B
8 - Applying the PD Model for decision making/48 - Calculating probability of default for a single customer.mp4 11.95 MB
8 - Applying the PD Model for decision making/48 - Calculating probability of default for a single customer.txt 104 B
8 - Applying the PD Model for decision making/49 - Creating a scorecard English.vtt 14.77 KB
8 - Applying the PD Model for decision making/49 - Creating a scorecard French.vtt 16.52 KB
8 - Applying the PD Model for decision making/49 - Creating a scorecard with comments.txt 126 B
8 - Applying the PD Model for decision making/49 - Creating a scorecard.mp4 79.67 MB
8 - Applying the PD Model for decision making/49 - Creating a scorecard.txt 104 B
8 - Applying the PD Model for decision making/50 - Calculating credit score English.vtt 6.74 KB
8 - Applying the PD Model for decision making/50 - Calculating credit score French.vtt 7.65 KB
8 - Applying the PD Model for decision making/50 - Calculating credit score with comments.txt 126 B
8 - Applying the PD Model for decision making/50 - Calculating credit score.mp4 41.14 MB
8 - Applying the PD Model for decision making/50 - Calculating credit score.txt 104 B
8 - Applying the PD Model for decision making/51 - From credit score to PD English.vtt 3.68 KB
8 - Applying the PD Model for decision making/51 - From credit score to PD French.vtt 4.22 KB
8 - Applying the PD Model for decision making/51 - From credit score to PD with comments.txt 126 B
8 - Applying the PD Model for decision making/51 - From credit score to PD.mp4 14.51 MB
8 - Applying the PD Model for decision making/51 - From credit score to PD.txt 104 B
8 - Applying the PD Model for decision making/52 - Setting cut English.vtt 10.06 KB
8 - Applying the PD Model for decision making/52 - Setting cut French.vtt 11.18 KB
8 - Applying the PD Model for decision making/52 - Setting cut.mp4 63.98 MB
8 - Applying the PD Model for decision making/52 - Setting cutoffs with comments.txt 126 B
8 - Applying the PD Model for decision making/52 - Setting cutoffs.txt 104 B
8 - Applying the PD Model for decision making/53 - Setting cutoffs Homework.html 957 B
8 - Applying the PD Model for decision making/54 - PD model complete with comments.txt 116 B
8 - Applying the PD Model for decision making/54 - PD model complete.txt 94 B
8 - Applying the PD Model for decision making/54 - PD model logistic regression notebooks.html 73 B
9 - PD model monitoring/35 - PD model monitoring via assessing population stability.html 0 B
9 - PD model monitoring/36 - Population stability index calculation and interpretation.html 0 B
9 - PD model monitoring/55 - PD model monitoring via assessing population stability English.vtt 6.08 KB
9 - PD model monitoring/55 - PD model monitoring via assessing population stability French.vtt 7.15 KB
9 - PD model monitoring/55 - PD model monitoring via assessing population stability.mp4 17.61 MB
9 - PD model monitoring/56 - Population stability index preprocessing English.vtt 12.69 KB
9 - PD model monitoring/56 - Population stability index preprocessing French.vtt 14.9 KB
9 - PD model monitoring/56 - Population stability index preprocessing.mp4 92.14 MB
9 - PD model monitoring/57 - Monitoring with comments.txt 116 B
9 - PD model monitoring/57 - Monitoring.txt 94 B
9 - PD model monitoring/57 - Population stability index calculation and interpretation English.vtt 12.52 KB
9 - PD model monitoring/57 - Population stability index calculation and interpretation French.vtt 14.37 KB
9 - PD model monitoring/57 - Population stability index calculation and interpretation.mp4 57.07 MB
9 - PD model monitoring/58 - Dataset with new data loandata2015csv.txt 65 B
9 - PD model monitoring/58 - Homework building an updated PD model.html 820 B
[CourseClub.Me].url 122 B
[GigaCourse.Com].url 49 B
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