Udemy - Credit Risk Modeling in Python 2020 [Desire Course]

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  • [CourseClub.Me].url (0.0 KB)
  • [DesireCourse.Net].url (0.0 KB)
1. Introduction
  • 1. What does the course cover.mp4 (72.9 MB)
  • 1. What does the course cover.srt (8.0 KB)
  • 10. Different facility types (asset classes) and credit risk modeling approaches.mp4 (104.4 MB)
  • 10. Different facility types (asset classes) and credit risk modeling approaches.srt (12.0 KB)
  • 11. Different facility types (asset classes) and credit risk modeling approaches.html (0.1 KB)
  • 2. What is credit risk and why is it important.mp4 (58.2 MB)
  • 2. What is credit risk and why is it important.srt (6.1 KB)
  • 3. What is credit risk and why is it important.html (0.1 KB)
  • 4. Expected loss (EL) and its components PD, LGD and EAD.mp4 (47.9 MB)
  • 4. Expected loss (EL) and its components PD, LGD and EAD.srt (5.2 KB)
  • 5. Expected loss (EL) and its components PD, LGD and EAD.html (0.1 KB)
  • 6. Capital adequacy, regulations, and the Basel II accord.mp4 (51.0 MB)
  • 6. Capital adequacy, regulations, and the Basel II accord.srt (5.8 KB)
  • 7. Capital adequacy, regulations, and the Basel II accord.html (0.1 KB)
  • 8. Basel II approaches SA, F-IRB, and A-IRB.mp4 (102.4 MB)
  • 8. Basel II approaches SA, F-IRB, and A-IRB.srt (12.6 KB)
  • 9. Basel II approaches SA, F-IRB, and A-IRB.html (0.1 KB)
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10. LGD and EAD Models Preparing the data
  • 1. LGD and EAD models independent variables..mp4 (50.0 MB)
  • 1. LGD and EAD models independent variables..srt (8.3 KB)
  • 1.1 LGD and EAD models independent variables with comments.html (0.2 KB)
  • 1.2 LGD and EAD models independent variables..html (0.2 KB)
  • 1.3 loan_data_2007_2014_preprocessed.csv.html (0.1 KB)
  • 2. LGD and EAD models independent variables.html (0.1 KB)
  • 3. LGD and EAD models dependent variables.mp4 (40.3 MB)
  • 3. LGD and EAD models dependent variables.srt (6.9 KB)
  • 3.1 LGD and EAD models dependent variables.html (0.2 KB)
  • 3.2 LGD and EAD models dependent variables with comments.html (0.2 KB)
  • 4. LGD and EAD models dependent variables.html (0.1 KB)
  • 5. LGD and EAD models distribution of recovery rates and credit conversion factors.mp4 (40.0 MB)
  • 5. LGD and EAD models distribution of recovery rates and credit conversion factors.srt (7.7 KB)
  • 5.1 LGD and EAD models distribution of recovery rates and credit conversion factors with comments.html (0.2 KB)
  • 5.2 LGD and EAD models distribution of recovery rates and credit conversion factors.html (0.2 KB)
  • 6. LGD and EAD models distribution of recovery rates and credit conversion factors.html (0.1 KB)
11. LGD model
  • 1. LGD model preparing the inputs.mp4 (24.2 MB)
  • 1. LGD model preparing the inputs.srt (4.4 KB)
  • 1.1 LGD model preparing the inputs with comments.html (0.2 KB)
  • 1.2 loan_data_2007_2014_preprocessed.csv.html (0.1 KB)
  • 1.3 LGD model preparing the inputs.html (0.2 KB)
  • 10. LGD model combining stage 1 and stage 2.mp4 (24.0 MB)
  • 10. LGD model combining stage 1 and stage 2.srt (4.2 KB)
  • 10.1 LGD model combining stage 1 and stage 2.html (0.2 KB)
  • 10.2 LGD model combining stage 1 and stage 2 with comments.html (0.2 KB)
  • 11. LGD model combining stage 1 and stage 2.html (0.1 KB)
  • 12. Homework building an updated LGD model.html (1.4 KB)
  • 12.1 Dataset with new data (loan_data_2015.csv).html (0.1 KB)
  • 2. LGD model testing the model.mp4 (42.7 MB)
  • 2. LGD model testing the model.srt (6.8 KB)
  • 2.1 LGD model testing the model with comments.html (0.2 KB)
  • 2.2 LGD model testing the model.html (0.2 KB)
  • 3. LGD model testing the model.html (0.1 KB)
  • 4. LGD model estimating the accuracy of the model.mp4 (34.8 MB)
  • 4. LGD model estimating the accuracy of the model.srt (5.9 KB)
  • 4.1 LGD model estimating the accuracy of the model with comments.html (0.2 KB)
  • 4.2 LGD model estimating the accuracy of the model.html (0.2 KB)
  • 5. LGD model saving the model.mp4 (23.8 MB)
  • 5. LGD model saving the model.srt (4.0 KB)
  • 5.1 LGD model saving the model with comments.html (0.2 KB)
  • 5.2 LGD model saving the model.html (0.2 KB)
  • 6. LGD model stage 2 – linear regression.mp4 (36.1 MB)
  • 6. LGD model stage 2 – linear regression.srt (5.3 KB)
  • 6.1 LGD model stage 2 – linear regression.html (0.2 KB)
  • 6.2 LGD model stage 2 – linear regression with comments.html (0.2 KB)
  • 7. LGD model stage 2 – linear regression with comments.html (0.1 KB)
  • 8. LGD model stage 2 – linear regression evaluation.mp4 (26.8 MB)
  • 8. LGD model stage 2 – linear regression evaluation.srt (4.6 KB)
  • 8.1 LGD model stage 2 – linear regression evaluation.html (0.2 KB)
  • 8.2 LGD model stage 2 – linear regression evaluation with comments.html (0.2 KB)
  • 9. LGD model stage 2 – linear regression evaluation.html (0.1 KB)
12. EAD model
  • 1. EAD model estimation and interpretation.mp4 (48.0 MB)
  • 1. EAD model estimation and interpretation.srt (8.1 KB)
  • 1.1 EAD model estimation and interpretation with comments.html (0.2 KB)
  • 1.2 EAD model estimation and interpretation.html (0.2 KB)
  • 2. EAD model estimation and interpretation.html (0.1 KB)
  • 3. EAD model validation.mp4 (29.9 MB)
  • 3. EAD model validation.srt (5.6 KB)
  • 3.1 EAD model validation.html (0.2 KB)
  • 3.2 EAD model validation with comments.html (0.2 KB)
  • 4. EAD model validation.html (0.1 KB)
  • 5. Homework building an updated EAD model.html (0.9 KB)
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13. Calculating expected loss
  • 1. Calculating expected loss.mp4 (126.7 MB)
  • 1. Calculating expected loss.srt (20.2 KB)
  • 1.1 Calculating expected loss with comments.html (0.2 KB)
  • 1.2 Calculating expected loss.html (0.2 KB)
  • 2. Calculating expected loss.html (0.1 KB)
  • 3. Homework calculate expected loss on more recent data.html (1.0 KB)
  • 3.1 Calculating expected loss complete notebook with comments.html (0.2 KB)
  • 3.2 Calculating expected loss c

Description

Credit Risk Modeling in Python 2020

A complete data science case study: preprocessing, modeling, model validation and maintenance in Python

Created by 365 Careers
Last updated 6/2020
English
English [Auto-generated]

For More Courses Visit: https://desirecourse.net



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Udemy - Credit Risk Modeling in Python 2020 [Desire Course]

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3.2 GB
seeders:17
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Udemy - Credit Risk Modeling in Python 2020 [Desire Course]

Torrent hash: 2486AA86833A8E1E9F9949AE9C6F5EFED66AB561