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PyData Fall 2012 in NYC

PyData

PyData Fall 2012 in NYC

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Python Data Analytics Conference


The PyData conference/workshop is a semi-annual event for scientists and data analysts in the Python community. We will focus on techniques and tools for management, analytics, and visualization of data of different types and sizes with particular emphasis on big data.  

Visit the conference homepage at: http://nyc2012.pydata.org/ 

 

PyData NYC'12 in Midtown Manhattan


Oct. 26-27 2012 with a hack-a-thon event on Oct. 28. 


 

 

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 Himrodand 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 NumPy for Distributed Infrastructure - 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 McKinneyDavin PottsK. 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 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.

Sponsored dinner (included with registration)

8:00 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 - Wes McKinney 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 KlöcknerThomas WieckiAndy 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 MySQL Academy - Mike Bayer
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
 

 


 

 



 

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