datascope runs on python - chipy february 2016
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charming the snake for fun and profitDatascope Runs on Python
Brian Lange for ChiPy, Feb. 2016
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who is this guy?
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who are these folks?
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What we do
Strategy
Consulting
Development
Training
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What we use Python for
Consulting
Development
Training
Run a business
Other things we think
are fun or important
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python is our
“lingua franca”
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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
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in practice
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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
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- prototype -> production is fast
- let the database do the heavy lifting
- develop our own tools when necessary
ConsultingDevelopment
datascopeanalytics/traces
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- Jupyter notebooks make great self-guided assignments
- Class hacks
ConsultingDevelopmentTraining
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- website/blog: running on Django
- treat ourselves like a client
ConsultingDevelopmentTrainingRun a business
datascopeanalytics/a-modelBank account/revenue simulation + forecasting
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ConsultingDevelopmentTrainingRun a business
datascopeanalytics/a-modelBank account/revenue simulation + forecasting
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- fun blog posts ConsultingDevelopmentTrainingRun a businessOther things we think are fun or important
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ConsultingDevelopmentTrainingRun a businessOther things we think are fun or important
datascopeanalytics/scrubadubRemoving personally identifiable information from text
- fun blog posts
- open source tools
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.co@bjlange
thanks!