This course is a CrashProgram in the use of the MongoDB database in conjunction with Python for credit portfolio management purposes.
The course covers the following topics:
- Introduction to MongoDB its data model and operations on data
- Using python to access the database
- Developing LoanDB, a document design conforming to SME Loan Level Data standard
- Using map/reduce to extract data and python to apply a simple credit scoring model
Course Level and Type:
The course requires little or no prior knowledge of mongoDB, and basic knowledge of python (but prior programming knowledge in some language is required).
|Introductory Level||Core Level||Advanced Level|
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