Description
Target audiences might be python engineers who is involved with R&D, data science, AI/ML projects, or data oriented projects.
【Introduction】
- Background
- Definition of Research Oriented Code and Production Code
- Differences between Research Oriented Code and Production Code
【Main Talk】
Four steps to productionize research oriented code
- Understand the code through code reading and code documentation
- Modularize the code into preparation code, pre/post-process code, calculation code based on the code documents
- Refactor the code with test code
- Make them products
【Summary】
- Summarize the four steps to productionize research oriented code
- After making the code products, improve performance and monitor the behaviors of production code