- Welcome & Introduction by Travis Oliphant -- Link to Video
- Rapid Iteration with Python: Scaling AppNexus by Dave Himrod and Steve Kannan -- Link to Video
- Remaking the PSF: Data, Developers, and the Next Ten Years of Python by Van Lindberg -- Link to Video
- Parsley by Andrew Montalenti -- Link to Video
- Python in Excel by Ben Lerner -- Link to Video
- AstroML by Jake VanderPlas -- Link to Video
- Datakind Mix Markets by Luke Shields -- Link to Video
- Ipython Notebook by Massimo di Stefano -- Link to Video
- End of Kaggle by Mike Selik -- Link to Video
- Oceanograpgic Anaylsis with Python by Rich Signell -- Link to Video
- Code Academy by Stefan Urbanek -- Link to Video
- Cubes and OLAP by Stefan Urbanek -- Link to Video
- Slash DB by Victor Olex -- Link to Video
- Cloud-hosted Analytics with Python by Hugo Shi and Peter Wang -- Link to Video
- Introduction to NumPy by Stefan van der Walt and Travis Oliphant -- Link to Video
- Pandas by Wes McKinney -- Link to Video
- Matplotlib Tutorial by Jake VanderPlas -- Link to Video
- Introduction to SciPy by Hugo Shi and Travis Oliphant -- Link to Video
- SciKit-image Tutorial by Stefan van der Walt -- Link to Video
- IPython Notebook by Brian Granger -- Link to Video
- PyTables by Francesc Alted -- Link to Video
- SciKit-learn Tutorial by Jake VanderPlas -- Link to Video
- GIS in Python Using Shapely by Zain Memon -- Link to Video
- Generators & Coroutines for Stream Data Processing by V.James Powell -- Link to Video
- Blaze by Stephen Diehl -- Link to Video
- Hadoop, Python Integration & Pig by K. Young -- Link to Video
- ML, NLP, + Data Science In Python: Patterns, Recipes, and Best Practices by Joseph Turian -- Link to Video
- Simulated Algorithmic Trading with Zipline: Backtesting, Statistics and Optimization by Thomas Wiecki -- Link to Video
- SciKit Random Forest by Brian Eoff -- Link to Video
- Large Scale Machine Learning with SHOGUN 2.0 by Christian Widmer -- Link to Video
- Numba - NumPy-aware dynamic Python complier by Travis Oliphant -- Link to Video
- Timeseries with Pandas by Chang She -- Link to Video
- NLTK & Text Processing by Andrew Montalenti -- Link to Video
- Network X and Gephi by Gilad Lotan -- Link to Video
- GPU and Python by Andreas Klöckner -- Link to Video
- MPI by Andy Terrel -- Link to Video
- IPython Parallel by Brian Granger -- Link to Video
- Python and JS Web Visualization by Chris Mueller -- Link to Video
- DNA Sequence Filtering and Analysis with khmer by Jason Pell -- Link to Video
- Python for Business Intelligence by Stefan Urbanek -- Link to Video
- Connecting Data Science to Business Value by Josh Hemann -- Link to Video
- Image Data Exploration, IPython, and Disco by Davin Potts -- Link to Video
- MapReduce with Disco by Chris Mueller -- Link to Video
- Wikipedia Indexing And Analysis by Didier Deshommes -- Link to Video
- Statsmodels & Patsy by Wes McKinney & Skipper Seabold -- Link to Video
- WebCrawling & Metadata Extractors by Andrew Montalenti -- Link to Video
- IPython as a teaching tool by Michael Selik -- Link to Video
- R, Hadoop and Python by Wes McKinney, Davin Potts, K. Young -- Link to Video
- Panel Discussion: GPU and Parallel Processing by Andreas Klöckner, Thomas Wiecki, Andy Terrel -- Link to Video