Udemy - Credit Risk Modeling in Python 2020

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size3.2 GB
  • Uploaded ByFcw007
  • Downloads237
  • Last checkedMar. 30th '20
  • Date uploadedMar. 28th '20
  • Seeders 7
  • Leechers9
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Credit Risk Modeling in Python 2020

Hi! Welcome to Credit Risk Modeling in Python. The only online course that teaches you how banks use data science modeling in Python to improve their performance and comply with regulatory requirements. This is the perfect course for you, if you are interested in a data science career. Here’s why:

· The instructor is a proven expert (PhD from the Norwegian Business school, who has taught in world renowned universities such as HEC, the University of Texas, and the Norwegian Business school).

· The course is suitable for beginners. We start with theory and initial data pre-processing and gradually solve a complete exercise in front of you

Created by 365 Careers
Last updated 3/2020
English
English [Auto-generated]

For More Courses Visit: https://freecourseworld.com

Files:

[FreeCourseWorld.Com] Udemy - Credit Risk Modeling in Python 2020 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 (104.5 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 (48.0 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)
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 loan_data_2007_2014_preprocessed.csv.html (0.1 KB)
  • 1.2 LGD and EAD models independent variables..html (0.2 KB)
  • 1.3 LGD and EAD models independent variables with comments.html (0.2 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 (40.1 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.html (0.2 KB)
  • 5.2 LGD and EAD models distribution of recovery rates and credit conversion factors with comments.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 loan_data_2007_2014_preprocessed.csv.html (0.1 KB)
  • 1.2 LGD model preparing the inputs with comments.html (0.2 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 with comments.html (0.2 KB)
  • 8.2 LGD model stage 2 – linear regression evaluation.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 with comments.html (0.2 KB)
  • 3.2 EAD model validation.html (0.2 KB)
  • 4. EAD model validation.html (0.1 KB)
  • 5. Homework building an updated EAD model.html (0.9 KB)
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.html (0.2 KB)
  • 3.2 Calculating expected loss complete notebook with comments.html (0.2 KB)
2. Setting up the working environment
  • 1. Setting up the environment - Do not skip, please!.mp4 (6.0 MB)
  • 1. Setting up the environment - Do not skip, please!.srt (1.3 KB)
  • 2. Why Python and why Jupyter.mp4 (29.2 MB)
  • 2. Why Python and why Jupyter.srt (6.4 KB)

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