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preprocess.py: the three ways to pre-process data
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Classroom Contents
Productionize Research Oriented Code by Python
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- 1 Intro
- 2 Background
- 3 Example of pre processing code
- 4 Example of calculation code
- 5 3 differences between research oriented code and production code
- 6 Code Reading / Code Documentation
- 7 Modularization outcome
- 8 Mapping each module into directory
- 9 Before refactoring the code
- 10 preprocess.py: the three ways to pre-process data
- 11 Request routing: clarity input and output and define URI from data
- 12 The Flow Chart of Transformation from Research Oriented code into WEB API
- 13 Request parameter check: write decorators with JSON Schema
- 14 The Flow Chart Transformation from Research Oriented code into WEB API
- 15 Error check use error handler functions to detect error by using Flask
- 16 Summarize 4 Step Transformation from Research Oriented code into Products
