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01. Course Introduction-en-US.vtt
4.48 KB
01. Course Introduction.mp4
26.52 MB
02. Data Science and Machine Learning-en-US.vtt
10.16 KB
02. Data Science and Machine Learning.mp4
89.12 MB
03. What is Credit Risk-en-US.vtt
8.81 KB
03. What is Credit Risk.mp4
48.57 MB
04. Expected Losses and its components-en-US.vtt
6.99 KB
04. Expected Losses and its components.mp4
12.40 MB
05. Data Set Explained-en-US.vtt
6.48 KB
05. Data Set Explained.mp4
66.75 MB
06. Combining Data.mp4
29.57 MB
07. Creating Gender Dummy Variables-en-US.vtt
8.04 KB
07. Creating Gender Dummy Variables.mp4
91.28 MB
08. Creating Dummy Categorical variables part 2 , ownership final-en-US.vtt
8.19 KB
08. Creating Dummy Categorical variables part 2 , ownership final.mp4
89.24 MB
09. Creating Dummy Categorical Variables- Relationship Status-en-US.vtt
5.31 KB
09. Creating Dummy Categorical Variables- Relationship Status.mp4
45.34 MB
10. Coding of the Dependent Variable-en-US.vtt
5.49 KB
10. Coding of the Dependent Variable.mp4
54.18 MB
11. Weight of Evidence- Male and Female-en-US.vtt
7.08 KB
11. Weight of Evidence- Male and Female.mp4
43.73 MB
12. Weight of Evidence- Rural Vs Urban-en-US.vtt
4.36 KB
12. Weight of Evidence- Rural Vs Urban.mp4
22.73 MB
13. Weight of Evidence- Educational Level-en-US.vtt
8.52 KB
13. Weight of Evidence- Educational Level.mp4
44.33 MB
14. Weight of Evidence- Grade-en-US.vtt
7.32 KB
14. Weight of Evidence- Grade.mp4
51.12 MB
15. Weight of Evidence- Work Sector and Residence-en-US.vtt
6.01 KB
15. Weight of Evidence- Work Sector and Residence.mp4
47.22 MB
16. Weight of Evidence- Relationship Status-en-US.vtt
2.60 KB
16. Weight of Evidence- Relationship Status.mp4
13.96 MB
17. Continues Variables-en-US.vtt
4.58 KB
17. Continues Variables.mp4
26.22 MB
18. Coding Age in Years-en-US.vtt
3.46 KB
18. Coding Age in Years.mp4
35.99 MB
19. Coding Maturity-en-US.vtt
3.32 KB
19. Coding Maturity.mp4
50.22 MB
20. Multicollinarity-en-US.vtt
6.20 KB
20. Multicollinarity.mp4
31.88 MB
21. Weight of Evidence for Age in Years-en-US.vtt
6.56 KB
21. Weight of Evidence for Age in Years.mp4
34.18 MB
22. Weight of Evidence Maturity-en-US.vtt
4.77 KB
22. Weight of Evidence Maturity.mp4
21.76 MB
23. Creating the Variables for Excel-en-US.vtt
3.38 KB
23. Creating the Variables for Excel.mp4
36.75 MB
24. Coding of Grade-en-US.vtt
2.49 KB
24. Coding of Grade.mp4
25.02 MB
25. Installing Real Statistics-en-US.vtt
6.49 KB
25. Installing Real Statistics.mp4
38.25 MB
26. Problems with Real Statistics-en-US.vtt
5.07 KB
26. Problems with Real Statistics.mp4
39.32 MB
27. Running the Machine Learning Algorithm-en-US.vtt
4.46 KB
27. Running the Machine Learning Algorithm.mp4
24.75 MB
28. Results Interpretation- Coefficients, P-values, T-statistics, Confidence Intervals-en-US.vtt
12.72 KB
28. Results Interpretation- Coefficients, P-values, T-statistics, Confidence Intervals.mp4
87.46 MB
29. Applying the Coefficients-en-US.vtt
8.68 KB
29. Applying the Coefficients.mp4
53.00 MB
Bonus Resources.txt
0.38 KB
Loan_Data1.xlsx.xlsx
14.68 MB
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