layout | published-on | author | title | subtitle | description | keywords | meta_og_image |
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post |
March 27th 2023 |
Josh Patterson |
A Methodology for Building Data Products |
The Hitchhiker's Guide To Building Modern Data Products |
In this post we'll ..... |
snowflake, snowpark, automl, AutoGluon, pandas, dataframe, whl, pip, anaconda, dependency |
pct_autogluon_dep_og_card.jpg |
Purpose of this article:
- Provide a clear step-by-step process to design and operate data infrastructure for your data product
Series:
- Prologue (Don't Panic)
- The Evolution of Modern Data Platforms
- Revisting The Lab and the Factory
- A Methodology for Building Data Products
- Appendix A: Definitions
- The Individual Researcher vs The Enterprise Team
- Machine Learning vs Analytics
- A visual workflow guide
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