PyData NYC 2012 PyData

PyData NYC 2012

October 26–27, 2012

Conference Schedule



Friday, 10/26

Time

Introductory Tutorials

Emerging Technologies

7:30 a.m.

Continental Breakfast (included with registration)

9:00 a.m. Welcome & Introduction - Travis Oliphant
9:15 a.m. Rapid Iteration with Python: Scaling AppNexus - Dave Himrod and Steve Kannan
9:30 a.m.
9:45 a.m.
10:00 a.m. Introduction to NumPy - Stefan van der Walt and Travis Oliphant GIS in Python Using Shapely - Zain Memon
10:15 a.m.
10:30 a.m.
10:45 a.m. Pandas - Wes McKinney Generators & Coroutines for Stream Data Processing - V.James Powell
11:00 a.m.
11:15 a.m.
11:30 a.m. Matplotlib Tutorial - Jake VanderPlas Blaze - Stephen Diehl
11:45 a.m.
12:00 p.m.
12:15 p.m.

Lunch (included with registration)

12:30 p.m.
12:45 p.m.
1:00 p.m.
1:15 p.m. Panel Discussion: R, Hadoop and Python -- Wes McKinney, Davin Potts, K. Young
1:30 p.m.
1:45 p.m.
2:00 p.m. Introduction to SciPy - Hugo Shi and Travis Oliphant Hadoop, Python Integration & Pig - K. Young
2:15 p.m.
2:45 p.m. SciKit-image Tutorial - Stefan van der Walt ML, NLP, + Data Science In Python: Patterns, Recipes, and Best Practices - Joseph Turian
3:00 p.m.
3:15 p.m.
3:30 p.m.

BREAK

3:45 p.m. IPython Notebook - Brian Granger Simulated Algorithmic Trading with Zipline: Backtesting, Statistics and Optimization - Thomas Wiecki
4:00 p.m.
4:15 p.m.
4:30 p.m. PyTables - Francesc Alted SciKit Random Forest - Brian Eoff
4:45 p.m.
5:00 p.m.
5:15 p.m. SciKit-learn Tutorial - Jake VanderPlas Large Scale Machine Learning with SHOGUN 2.0 - Christian Widmer
5:30 p.m.
5:45 p.m.
6:00 p.m. Lightning Talks
6:15 p.m


Saturday, 10/27

Time

Workshops & Invited Talks

7:30 a.m.

Continental Breakfast (included with registration)

9:00 a.m. Remaking the PSF: Data, Developers, and the Next Ten Years of Python - Van Lindberg
9:15 a.m.
9:30 a.m.
9:45 a.m.
10:00 a.m. Timeseries with Pandas - Chang She Python for Business Intelligence - Stefan Urbanek
10:15 a.m.
10:30 a.m.
10:45 a.m. NLTK & Text Processing - Andrew Montalenti Connecting Data Science to Business Value - Josh Hemann
11:00 a.m.
11:15 a.m.
11:30 a.m. Network X and Gephi - Gilad Lotan Image Data Exploration, IPython, and Disco - Davin Potts
11:45 a.m.
12:00 p.m.
12:15 p.m.

Lunch (included with registration)

12:30 p.m.
12:45 p.m.
1:00 p.m.
1:15 p.m. Panel Discussion: GPU and Parallel Processing - Andreas Klöckner, Thomas Wiecki, Andy Terrel
1:30 p.m.
1:45 p.m.
2:00 p.m. GPU and Python - Andreas Klöckner MapReduce with Disco - Chris Mueller
2:15 p.m.
2:30 p.m.
2:45 p.m. MPI - Andy Terrel Wikipedia Indexing And Analysis - Didier Deshommes
3:00 p.m.
3:15 p.m.
3:30 p.m.

BREAK

3:45 p.m. IPython Parallel - Brian Granger Statsmodels & Patsy - Wes McKinney & Skipper Seabold
4:00 p.m.
4:15 p.m.
4:30 p.m. Python and JS Web Visualization - Chris Mueller WebCrawling & Metadata Extractors - Andrew Montalenti
4:45 p.m.
5:00 p.m.
5:15 p.m. DNA Sequence Filtering and Analysis with khmer - Jason Pell IPython as a teaching tool - Michael Selik
5:30 p.m.
5:45 p.m.
6:00 p.m. Lightning Talks
6:15 p.m
6:30 p.m.

CONFERENCE WRAP-UP


Intro to Hackathon
6:45 p.m.
7:00 p.m.
Register for Eventbrite API - Office Hours on Eventbrite

PyData NYC 2012 presented by Continuum Analytics


© 2012 Continuum Analytics
Questions about attending or sponsorship? Contact us.