PyData Bratislava Meetup #15 [Parallel Computing in Python using Dask]

Macroeconomist, Consultant, Data Scientist ||https://www.gapdata.org||President@GapDataInst#economics#DataVis#publicpolicy#DataSciencehttps://www.linkedin.com/in/radovankavicky/GapData Institute (https://www.gapdata.org/) (GDI) is a nonprofit nonpartisan research institution harnessing power of data & wisdom of economics for public good.|| Data. Think. Change. ||

Radovan Kavický, GapData Institute

Talk Title: "How to speed up Data Science tasks in Python using Dask"
Description:  In this session I'm going to talk about Dask. If you are working with Pandas or Numpy, sooner or later you start to struggle with insufficient memory or performance issues.
This is where Dask comes into play. It can help you to your application through multiprocessing, clustering and handle large datasets. In this session we will walk through a real-world application, where I used Dask to speed up a Monte Carlo simulation.
Speaker/Bio:  Gábor Patassy - Senior Python Developer
Worked as an R&D engineer for fiber optic sensors for 8 years. Today he is a full time Python developer at ERNI.
LinkedIn: https://www.linkedin.com/in/gabor-patassy/
Registration:
@Meetup.com group's event <A HREF="https://www.meetup.com/PyData-Bratislava/events/260346177/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">here</A> (https://www.meetup.com/PyData-Bratislava/events/260346177/) & @Eventbrite registration <A HREF="https://www.eventbrite.com/e/pydata-bratislava-meetup-15-parallel-computing-in-python-using-dask-tickets-59904501978" TARGET="_blank" REL="noopener noreferrer">here</A> (https://www.eventbrite.com/e/pydata-bratislava-meetup-15-parallel-computing-in-python-using-dask-tickets-59904501978) (if you use both your seat is guarateed). +our event you can find also @Facebook <A HREF="https://www.facebook.com/events/435595407188329/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">here</A> (https://www.facebook.com/events/435595407188329/). [Disclaimer: If you just mark "going" @Facebook event we can't guarantee your seat] Language of the event: Python, English ------------------------------------ PyData Bratislava [Python Data Enthusiasts and Users, Data Scientists & Statisticians of all levels from Slovakia] ------------------------------------ -- This meetup group is for Data Scientists, Statisticians, Economists and Data Enthusiasts using Python for data analysis and data visualization. The goals are to provide Python enthusiasts a place to share ideas and learn from each other about how best to apply the language and tools to ever-evolving challenges in the vast realm of data management, processing, analytics, and visualization. -- PyData is a group for users and developers of data analysis tools to share ideas and learn from each other. We gather to discuss how best to apply Python tools, as well as those using R and Julia, to meet the evolving challenges in data management, processing, analytics, and visualization. PyData groups, events, and conferences aim to provide a venue for users acrossall the various domains of data analysis to share their experiences and their techniques. PyData is organized by NumFOCUS.org, a 501(c)3 non-profit in the United States. The PyData ​Code of Conduct​ governs this meetup. To discuss any issues or concerns relating to the code of conduct or the behavior of anyone at a PyData meetup, please contact the organizer or NumFOCUS Executive Director Leah Silen (+1512-222-5449; leah@numfocus.org). ------------------------------------ Our Facebook group you can find here: <A CLASS="link" HREF="https://www.facebook.com/groups/1813599648877946/" TARGET="__blank" TITLE="https://www.facebook.com/groups/1813599648877946/" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">https://www.facebook.com/groups/1813599648877946/</A> Our Twitter account here: <A CLASS="link" HREF="https://twitter.com/PyDataBA" TARGET="__blank" TITLE="https://twitter.com/PyDataBA" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">https://twitter.com/PyDataBA</A> Our LinkedIn group here: <A CLASS="link" HREF="https://www.linkedin.com/groups/13506080" TARGET="__blank" TITLE="https://www.linkedin.com/groups/13506080" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">https://www.linkedin.com/groups/13506080</A> ------------------------------------ Organizers: GapData Institute (<A CLASS="link" HREF="https://www.gapdata.org/" TARGET="__blank" TITLE="https://www.gapdata.org/" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">https://www.gapdata.org/</A>) (GDI) is a nonprofit nonpartisan research institution harnessing power of data & wisdom of economics for public good. || Data. Think. Change. || -- NumFOCUS (<A CLASS="link" HREF="http://www.numfocus.org/" TARGET="__blank" TITLE="http://www.numfocus.org/" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">http://www.numfocus.org/</A>) is a 501(c)(3) nonprofit that supports and promotes world-class, innovative, open source scientific computing. The mission of NumFOCUS is to promote sustainable high-level programming languages, open code development, and reproducible scientific research. We accomplish this mission through our educational programs and events as well as through fiscal sponsorship of open source data science projects. We aim to increase collaboration and communication within the scientific computing community.

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PyData Bratislava Meetup #15 [Parallel Computing in Python using Dask]

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PyData Bratislava Meetup #15 [Parallel Computing in Python using Dask]

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