Analysing user behaviour - from histograms to random forests (PyData)

A session at PyCon Ireland 2015

  • David Brodigan

Saturday 24th October, 2015

3:00pm to 3:30pm (DMT)

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The goal is to give the audience a roadmap for analysing user data using python friendly tools.

I will touch on many aspects of the data science pipeline from data cleansing to building predictive data products at scale.

I will start gently with pandas and dataframes and then discuss some machine learning techniques like kmeans and random forests in scikitlearn and then introduce Spark for doing it at scale.

I will focus more on the use cases rather than detailed implementation.

The talk will be informed by my experience and focus on user behaviour in games and mobile apps.

About the speaker

This person is speaking at this event.
David Brodigan

Data Scientist at Swrve

"- Currently Data Scientist at Swrve a mobile marketing automation company based in Dublin

- Prior to that : Games analyst at Popcap, Jolt

- Prior to that: Signal detection research in gravitational astrophysics"

Next session in Goldsmith 3

3:30pm Spark Distributed Computing - Leveraging the Functional Model (PyData) by Johannes Ahlmann

9 attendees

  • Andrew McCarthy
  • Sri Harsha
  • Brian Ward
  • Felipe Guth
  • Tim Kersten
  • Orestes Gonzalo Manzanilla-Salazar
  • Philip Roche
  • Maciek S.
  • Keith Gaughan

1 tracker

  • Xavi

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PyCon Ireland 2015

Ireland Ireland, Dublin

24th25th October 2015

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Time 3:00pm3:30pm DMT

Date Sat 24th October 2015


Goldsmith 3, Radisson Blu Royal Hotel

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