PyData NYC 2012

Techniques and tools for management, analytics, and visualization of data of different types and sizes with particular emphasis on big data

31 speakers

Coverage of PyData NYC 2012

39 sessions

Day 1 Friday 26th October 2012

• 9:00am Welcome & Introduction

  presented by Travis Oliphant

• 9:15am Rapid Iteration with Python: Scaling AppNexus

  presented by Dave Himrod and Steve Kannan

• 10:00am Introduction to NumPy

  presented by Travis Oliphant and Stefan van der Walt

• 10:00am GIS in Python Using Shapely

  presented by Zain Memon

• 10:45am Pandas

  presented by Wes McKinney

• 10:45am Generators & Coroutines for Stream Data Processing

  presented by V. James Powell

• 11:30am Matplotlib Tutorial

  presented by Jake Vanderplas

• 11:30am Blaze

  presented by Stephen Diehl, Davin Potts and K Young

• 1:15pm Panel Discussion: R, Hadoop and Python

  presented by Wes McKinney

• 2:00pm Introduction to SciPy

  presented by Hugo Shi and Travis Oliphant

• 2:00pm Hadoop, Python Integration & Pig

  presented by K Young

• 2:45pm SciKit-image Tutorial

  presented by Stefan van der Walt

• 2:45pm ML, NLP, + Data Science In Python: Patterns, Recipes, and Best Practices

  presented by Joseph Turian

• 3:45pm IPython Notebook

  presented by Brian Granger

• 3:45pm Simulated Algorithmic Trading with Zipline: Backtesting, Statistics, and Optimization

  presented by Thomas Wiecki

• 4:30pm PyTables

  presented by Francesc Alted

• 4:30pm SciKit Random Forest

  presented by Brian David Eoff

• 5:15pm SciKit-learn Tutorial

  presented by Jake Vanderplas

• 5:15pm Large Scale Machine Learning with SHOGUN 2.0

  presented by Christian Widmer

• 6:00pm Lightning Talks

Day 2 Saturday 27th October 2012

• 9:00am Remaking the PSF: Data, Developers, and the Next Ten Years of Python

  presented by Van Lindberg

• 10:00am Timeseries with Pandas

  presented by Chang She

• 10:00am IPython for Business Intelligence

  presented by Stefan Urbanek

• 10:45am NLTK & Text Processing

  presented by Andrew Montalenti

• 10:45am Connecting Data Science to Business Value

  presented by Josh Hemann

• 11:30am Network X and Gephi

  presented by Gilad Lotan

• 11:30am Image Data Exploration, IPython, and Disco

  presented by Davin Potts

• 1:15pm Panel Discussion: GPU and Parallel Processing

  presented by Andreas Klöckner, Thomas Wiecki and Andy Terrel

• 2:00pm GPU and Python

  presented by Andreas Klöckner

• 2:00pm MapReduce with Disco

  presented by Chris Mueller

• 2:45pm MPI

  presented by Andy Terrel

• 2:45pm Wikipedia Indexing And Analysis

  presented by Didier Deshommes

• 3:45pm IPython Parallel

  presented by Brian Granger

• 3:45pm Statsmodels & Patsy

  presented by Skipper Seabold

• 4:30pm Python and JS Web Visualization

  presented by Chris Mueller

• 4:30pm WebCrawling & Metadata Extractors

  presented by Andrew Montalenti

• 5:15pm DNA Sequence Filtering and Analysis with khmer

  presented by Jason Pell

• 5:15pm IPython for Teaching and Collaboration

  presented by Michael Selik

• 6:00pm Lightning Talks

Hackathon Day 3 Sunday 28th October 2012

28 known attendees

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