- Python's Role in the Future of Data Analysis by Peter Wang (Continuum Analytics) -- Link to Video
- IPython - The Attributes of Software and How They Affect Our Work by Brian Granger (Cal Poly State University, IPython) -- Link to Video
- Probabilistic Data Structures for Realtime Analytics by Martin Laprise (Parse.ly) -- Link to Video
- Simpler Machine Learning with SKLL by Dan Blanchard (Educational Testing Service) -- Link to Video
- Python @ Datadog: Building High-Volume Data Systems in the Python Ecosystem by Olivier Pomel (Datadog) -- Link to Video
- Enaml - Declarative User Interfaces for Python by Chris Colbert (JP Morgan ) -- Link to Video
- Bayesian Data Analysis with PyMC3 by Thomas Wiecki (Quantopian & Brown University) -- Link to Video
- Using Pandas and Matplotlib for Data Analysis in Chip Design by Avishek Panigrahi (Xilinx) -- Link to Video
- Churn Prediction With Graphical Models by Allen Grimm -- Link to Video
- Generator Showcase Showdown by James Powell (NYC Python) -- Link to Video
- GeoPandas: Geospatial Data in Python Made Easy by Kelsey Jordahl (Enthought, Inc.) -- Link to Video
- Practical Medium Data Analytics with Python by Wes McKinney (DataPad) -- Link to Video
- Building Data Pipelines with Python and Luigi by Erik Bernhardsson (Spotify) -- Link to Video
- Python Powered Data Science at Pivotal by Ian Huston (Pivotal) -- Link to Video
- Embeddings of Python by James Powell (NYC Python) -- Link to Video
- Timeseries Data in SciDB by Bryan Lewis (Paradigm4) -- Link to Video
- Rapid Development and High Performance Text Processing by Daniel Krasner (Johnson Research Labs), Ian Langmore -- Link to Video
- Python on the GPU with Parakeet by Alex Rubinsteyn (NYU) -- Link to Video
- Beyond the dict: Python Tools to Wrangle Data From CSV Up by Imran Haque (Counsyl) -- Link to Video
- Excel and IPython by Victor Jakubiuk (DataNitro) -- Link to Video
- Image Features in Python by Matthew Trentacoste ( Adobe) -- Link to Video
- PyParallel: How we Removed the GIL and Exploited all Cores (Without Needing to Remove the GIL at all) by Trent Nelson (Continuum Analytics) -- Link to Video
- An Intro to FOSS Licenses and Copyrights in Data and Software by Joshua Horowitz (TechLawNY) -- Link to Video
- Panel Discussion: Scaling Python Across Hardware and Organizations -- Link to Video
- Machine Learning with scikit-learn by Jake Vanderplas (University of Washington) -- Link to Video
- My First Numba by Saul Diez-Guerra (Ampush) -- Link to Video
- Old School - Functional Data Analysis by Matthew Rocklin (Continuum Analytics) -- Link to Video
- ddpy: Data-Driven Music for Big Data Analysis by Thomas Levine (CSV Soundsystem) -- Link to Video
- Intro to Python Data Analysis in Wakari by Karissa McKelvey (Continuum Analytics) -- Link to Video
- Packaging and Deployment by Travis Oliphant (Continuum Analytics) -- Link to Video
- Rapid Data Visualization, from Python to Browser by Andrew Montalenti (Parse.ly) -- Link to Video
- Efficient Computing with NumPy by Jake Vanderplas -- Link to Video
- A practical introduction to IPython Notebook & pandas by Julia Evans -- Link to Video
- Performance Python by Yves Hilpisch -- Link to Video
- A Beginner's Guide to Machine Learning with Scikit-Learn by Sarah Guido -- Link to Video
- An Introduction to DataNitro - Python in Excel by Ben Lerner -- Link to Video
- Bokeh Workshop by Paddy Mullen -- Link to Video
- A practical introduction to Pandas with Citibike Data by Paddy Mullen -- Link to Video
- Lightning Talk: illuminaro by Artem Frolov -- Link to Video
- nycpython module by Andy Dirnberger -- Link to Video
- Slash db by Victor Olex -- Link to Video
- easy testing by Gabe Rives-Corbett -- Link to Video
- Matplotlib by Olga Botvinnik -- Link to Video
- Hectoscale by Matthew Rocklin -- Link to Video
- GatherNews by Tyler Brown -- Link to Video
- Dwight Browne -- Link to Video
- Celia La -- Link to Video