Critical Incidents: a guide for developers

• Presenter: Lais Varejão
• Slides: http://bit.ly/critical-incidents-guide

Pluggable Libs Through Design Patterns

• Presenter: Filipe Ximenes
• Video: https://www.youtube.com/watch?v=PfgEU3W0kyU
• Slides: http://bit.ly/pluggable-libs
• Examples: https://github.com/filipeximenes/talk-design-patterns

1 + 1 = 1 or Record Deduplication with Python

• Presenter: Flávio Juvenal
• Video: https://www.youtube.com/watch?v=4O87RdBgRJ4
• Slides: http://bit.ly/pygotham-dup
• Source code: https://github.com/vintasoftware/deduplication-slides/

A worked example of using statistical and machine learning models to time series prediction

• Presenter: Rebeca Sarai
• Slides: http://bit.ly/pygotham-time-series