- Bayesian Machine Learning & Python – Naïve Bayes by Krishna Sankar -- Link to Video
- Beautiful Plots With Matplotlib by Mike Mueller -- Link to Video
- Big Data in Fashion by Katherine Chuang -- Link to Video
- Bitdeli - A Platform for Creating Custom Analytics in Your Browser by Ville Tuulos -- Link to Video
- Blaze by Travis Oliphant -- Link to Video
- Building Analytic Database Engines With Python by Robert Brewer -- Link to Video
- Creating Interactive Applications in Matplotlib by Jake Vanderplas -- Link to Video
- Data Visualization With Nodebox by Lynn Cherny -- Link to Video
- Data Wrangling Kung Fu With pandas by Wes McKinney -- Link to Video
- Dataflow Programming Using Generators and Coroutines by James Powell -- Link to Video
- Disco: Not Just MapReduce Any More by Prashanth Mundkur -- Link to Video
- Escape from the Curse of the Cluster and the Headache of Hadoop by David Schachter -- Link to Video
- HDF5 is for Lovers by Anthony Scopatz -- Link to Video
- How Web APIs and Data-centric Tools Power the Materials Project by Dan Gunter, Shreyas Cholia -- Link to Video
- Intro to Network Science by Christopher Roach -- Link to Video
- Intro to NumPy by Bryan Van De Ven -- Link to Video
- IPython-parallel by Min Ragan-Kelley -- Link to Video
- IPython: a modern vision of interactive computing by Fernando Perez -- Link to Video
- Learning Python by Peter Norvig -- Link to Video
- Lighting Fast Cluster Computing with PySpark by Patrick Wendell -- Link to Video
- Luigi - Batch Data Processing in Python by Elias Freider -- Link to Video
- MARS Modeling on the Python Data Stack by Jason Rudy -- Link to Video
- Measuring the New Wikipedia Community by Ryan Faulkner -- Link to Video
- pandas by Wes McKinney -- Link to Video
- Practical Time Series Modeling and Analysis by Chang She -- Link to Video
- Python in an Evolving Enterprise System by Angelica Pando, Dave Himrod, Steve Kannan -- Link to Video
- PyCascading for Intuitive Flow Processing With Hadoop by Gabor Szabo -- Link to Video
- Scaling Machine Learning in Python by Olivier Grisel -- Link to Video
- Spatio-Temporal Data Platform for the Ocean by Andre Karpistsenko -- Link to Video
- scikit-image by Davin Potts -- Link to Video
- Social Network Analysis by Katherine Chuang -- Link to Video
- The IPython protocol, frontends and kernels by Bryan Van De Ven -- Link to Video
- Thin Client Data Science by Josh Levy -- Link to Video
- UV-CDAT Resharable Analyses and Diagnostics by Charles Doutriaux -- Link to Video
- Wise.io: A Machine-Learning Platform by Henrik Brink -- Link to Video
- Zipline in the Cloud: Optimizing Financial Trading Algorithms by Thomas Wiecki -- Link to Video