Cloud Session List

Tutorial pydata-pydata-scientific-libraries-stack

Data Science at Scale with Dask

Richard Pelgrim

APIs, Big Data, Cloud

A hands-on introduction to methods for scaling your data science and machine learning with Dask.

Talk pycon-devops

Forget Mono vs. Multi-Repo - Building Centralized Git Workflows with Python

David Melamed

Cloud, Coding / Code-Review, DevOps, Security

No need to reinvent the CI/CD wheel for every service - learn how to build centralized git workflows for all your repos in Python.

Talk pydata-pydata-scientific-libraries-stack

Introducing the Dask Active Memory Manager

Guido Imperiale

Algorithms, Architecture, Backend, Cloud, Data Engineering, Distributed Computing, Parallel Programming / Async

The Active Memory Manager is a new experimental feature of Dask which aims to reduce the memory footprint of the cluster, prevent hard to debug out-of-memory issues, and make worker retirement more robust.

Talk pycon-web

It is all about files and HTTP

Efe Öge

APIs, Architecture, Backend, Cloud, DevOps, Django

Managing files won't be easier but more obvious after this talk.