Datascope Runs on Python - Chipy February 2016
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Datascope is a strategy consulting, development, and training firm that uses Python as its main programming language. Python is useful for prototyping, works well with tools like Jupyter notebooks, Scikit-Learn and seaborn, allows quick transition from prototypes to production, and is easy to learn and teach. Datascope builds its own tools in Python when needed and uses it to run their business operations like their website and for simulations. They contribute open source Python projects and write blog posts to share information.
Datascope Runs on Python - Chipy February 2016
- 1. charming the snake for fun and pro?t Datascope Runs on Python Brian Lange for ChiPy, Feb. 2016
- 2. who is this guy?
- 3. who are these folks?
- 5. What we use Python for Consulting Development Training Run a business Other things we think are fun or important
- 7. Why? - Most of the reasons most of those other people said or will say - Great for prototyping - Used in the world of science - Easy to learn/teach
- 8. in practice
- 9. Consulting - Jupyter notebooks can be nice for keeping notes and iterating on plots - Quick scripts play nice with unix tools - libraries like Scikit-Learn, seaborn
- 10. - prototype -> production is fast - let the database do the heavy lifting - develop our own tools when necessary ConsultingDevelopment datascopeanalytics/traces
- 11. - Jupyter notebooks make great self- guided assignments - Class hacks ConsultingDevelopmentTraining
- 12. - website/blog: running on Django - treat ourselves like a client ConsultingDevelopmentTrainingRun a business datascopeanalytics/a-model Bank account/revenue simulation + forecasting
- 13. ConsultingDevelopmentTrainingRun a business datascopeanalytics/a-model Bank account/revenue simulation + forecasting
- 14. - fun blog posts ConsultingDevelopmentTrainingRun a businessOther things we think are fun or important
- 15. ConsultingDevelopmentTrainingRun a businessOther things we think are fun or important datascopeanalytics/scrubadub Removing personally identi?able information from text - fun blog posts - open source tools