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Overview
A complete data science case study: preprocessing, modeling, model validation and maintenance in Python What you'll learn: Improve your Python modeling skillsDifferentiate your data science portfolio with a hot topicFill up your resume with in demand data science skillsBuild a complete credit risk model in PythonImpress interviewers by showing practical knowledgeHow to preprocess real data in PythonLearn credit risk modeling theoryApply state of the art data science techniquesSolve a real-life data science taskBe able to evaluate the effectiveness of...
Syllabus
- Introduction
- Setting up the working environment
- Dataset description
- General preprocessing
- PD Model: Data Preparation
- PD model estimation
- PD model validation
- Applying the PD Model for decision making
- PD model monitoring
- LGD and EAD Models: Preparing the data
Instructor
365 Careers
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