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