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Giovanni Lanzani

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Asyncio, websockets, and BTC sitting in a treePyData Amsterdam 20182018-05-25
A side project implements a real arbitrage detector that consumes exchange websocket feeds with asyncio + websockets, inserts ticks into Postgres via asyncpg +…
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Applied Data SciencePyData Amsterdam 20172017-04-07
Claims that production fails for lack of engineering detail not theory and shows concrete cases: a Spark pipeline goes from 2 to 20 hours when a random forest…
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Pandas: from bdate_range to wide_to_longPyData Amsterdam 20162016-03-12
Hands-on pandas tutorial that walks a Jupyter notebook (http://s.lanzani.nl/pydataamsterdam) through Series and DataFrame ops with working code…
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Python and pandas as back end to real-time data driven applicationsPyData Berlin 20142014-07-25
Built a web app using Python and pandas with a Flask + AngularJS front end, Hadoop for raw storage and postgress for serving. Logs shrink from 40 terabytes to…
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