- A Hitchhiker's Guide to Data Science by Christine Doig -- Link to Video
- Handling Big Data on Modern Computers: A Developer's View by Francesc Alted -- Link to Video
- Saturday Lightning Talks -- Link to Video
- Sunday Lightning Talks & Closing Address -- Link to Video
- Understanding Random Forests by Marc Garcia -- Link to Video
- Embrace conda packages: the build system we always needed, but never deserved by Juan Luis Cano Rodríguez -- Link to Video
- A Primer on Recommendation Systems by Manuel Garrido -- Link to Video
- Python tools for webscraping by Jose Manuel Ortega -- Link to Video
- The solution of inverse problems by Tomás Gómez Alvarez-Arenas -- Link to Video
- Towards a full stack python monitoring+analytics framework by Pablo Manuel García Corzo -- Link to Video
- City attractiveness seen through Twitter by Antònia Tugores -- Link to Video
- Reinforcement Learning in Python by Nathan Epstein -- Link to Video
- The Future of NumPy Indexing by Jaime Fernández -- Link to Video
- Whoosh: a fast pure-Python search engine library by Claudia Guirao Fernández -- Link to Video
- Python for developing a real-time automated trading platform by Miguel Sánchez de León Peque -- Link to Video
- Modelling a text corpus using Deep Boltzmann Machines in python by Ricardo Pio Monti -- Link to Video
- Remove before flight: Analysing flight safety data with Python by Jesús Martos Carrizo, Alejandro Sáez Mollejo -- Link to Video
- An Architecture to Tweet Them All by Jesús Sánchez -- Link to Video
- Basic Python Packages for Science by Alejandro Sáez Mollejo, Siro Moreno -- Link to Video
- Pandas for beginners by Francisco Correoso -- Link to Video
- Python for distributed systems by Guillem Borrell -- Link to Video
- Usando contenedores para Big Data (Spanish) by Francesc Alted -- Link to Video