Credit Risk Modeling in Python
Your Instructor
We create online on-demand video courses in data science. The 365 Data Science Program is comprised of different modules starting from the fundamentals (Mathematics, Probability, and Statistics), going through programming languages (Python, R, SQL) and finishing off with state-of-the-art machine and deep learning.
We have a team of experts that create the curriculum and the course content, who work closely with our talented designers to bring the concepts to life in the most engaging and understandable way using specialized animation software. We strive to make the learning experience not only all-inclusive, detailed, and thorough, but also interactive, practical, and fun.
Course Curriculum
Introduction
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StartWhat is credit risk and why is it important? (4:43)
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StartExpected loss (EL) and its components: PD, LGD and EAD (4:12)
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StartCapital adequacy, regulations, and the Basel II accord (4:32)
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StartBasel II approaches: SA, F-IRB, and A-IRB (9:32)
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StartDifferent facility types (asset classes) and credit risk modeling approaches (9:21)
Setting up the working environment
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Dataset description
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