- Death and Open Data - Conquering Your Fears And Sharing Your Data by Dana Bauer (Rackspace) -- Link to Video
- Briefly : A Python DSL to Scale Complex Mapreduce Pipelines by Chou-han Yang (BloomReach Inc) -- Link to Video
- Building Python Data Applications with Blaze and Bokeh by Andy R. Terrel (Continuum Analytics, NumFOCUS) , Christine Doig (Continuum Analyitcs) -- Link to Video
- Building machine learning applications in Python by Rajat Arya (Sr. Product Manager, Dato) , Yucheng Low (Dato Inc) -- Link to Video
- State of the Py, 2015 by Peter Wang (Continuum Analytics) -- Link to Video
- Python in Scientific Research by Andy R. Terrel (Continuum Analytics, NumFOCUS) -- Link to Video
- Calling Distributed Python from Inside SQL — A technical look at implementing a scalable SQL/ Python hybrid Platform by Paul Ingram (HUGEdata) -- Link to Video
- Integration With the Vernacular (the NumPy Approach) by James Powell (NYC Python) -- Link to Video
- [CPython Meanderings] by James Powell (NYC Python) -- Link to Video
- Blaze in the Real World by Phillip Cloud (pandas, Continuum Analytics) -- Link to Video
- Python for the News by Daniel Lathrop (The Dallas Morning News) -- Link to Video
- A Game Engine For Engineers by Oliver Nagy (Private) -- Link to Video
- Deploying scikit-learn Models in Production by Rajat Arya (Sr. Product Manager, Dato) -- Link to Video
- Assimilation - From C to Python by Paul Joireman (physIQ, Inc.) -- Link to Video
- Beyond t-tests: how to conclude an online experiment using python by Volodymyr Kazantsev (Product Madness) -- Link to Video
- Introducing the World of Commercial Real Estate Data to App Developers by Jason Vertrees (RealMassive) -- Link to Video
- Transitioning an idea from Academia to Commercialization: A Startup Story by Meltem Ballan (Terastructure) -- Link to Video
- Python is for the Curious by Jon Riehl (jonriehl.com) -- Link to Video
- SFrame: A Scalable, Out-of-Core Dataframe for Machine Learning by Yucheng Low (Dato Inc) -- Link to Video
- Odo:shape-shifting data—a handy tool to guide you from CSV->HDFS and beyond by Ben Zaitlen (Continuum Analytics) -- Link to Video
- Using Python to Fight Cyber Crime by Kyle Maxwell (Verisign) -- Link to Video
- There's No Place Like Home: Analyzing HPD Police Beat Data with Python and ArcGIS by Paige Bailey (Chevron, PyLadies-HTX) -- Link to Video
- A Python Module for Data Analytics with Interval Computing by Chenyi Hu -- Link to Video
- Panel - Social Media Analysis in Python by Jeb Stone (FareCompare) , Jigar Mistry (UT Dallas) , Rohan Patil (UT Dallas) -- Link to Video
- To the Future with Jupyter by Kyle Kelley (Rackspace, IPython) -- Link to Video
- Hashtag Buddies by Prabhu Saiprabhu "Sai" (Edico Research Inc.) -- Link to Video
- Reproducible Multi-language Data Science with Conda by Christine Doig (Continuum Analyitcs) -- Link to Video
- Data Science for Computational Journalism by Chengkai Li (UT Arlington) -- Link to Video
- Python Data Analytics Workshop - NumPy, pandas, matplotlib, and SciPy by Vivian Zhang (SupStat, NYC Data Science Academy) -- Link to Video
- A Thorough Machine Learning Pipeline via Scikit-Learn by Bugra Akyildiz (Axial) -- Link to Video
- Bokeh Tutorial by Bryan Van De Ven (Continuum Analytics) -- Link to Video
- H₂O Machine Learning by Cliff Click (H2O.ai) -- Link to Video