Architecture Session List

Talk general-production

5 Things You Want to Know About AI Adoption in the Enterprise

Alexander CS Hendorf

Architecture, Best Practice, Business & Start-Ups, Corporate, Diversity & Inclusion

All one needs is strategy, skill and resources to make digitalization and AI happen. So why is everything taking so long? 5 Things You Want to Know About AI Adoption in the Enterprise.

Tutorial pycon-programming-software-engineering

Aspect-oriented Programming - Diving deep into Decorators

Mike Müller

Algorithms, Architecture, Python fundamentals

Functions that take functions and return new functions can be fun. Python's everything-is-an-object principle at work.

Talk pycon-devops

Battle of Pipelines - who will win python orchestration in 2022?

Jannis Grönberg

Architecture, Data Engineering, DevOps

You struggle choosing the right #orchestration tool in #Python ? Join this #PyCon talk about when it's best to use #Kubeflow, #Airflow or #Prefect and learn how to automate your #data #pipelines and #ML workflows. #DataScience #dataengineering #DevOps #MLOps

Talk general-production

How to build a Python-based Research Cloud Platform from scratch

Andre Fröhlich

Architecture, Business & Start-Ups, Use Case

This talk will present the journey of a quantitative asset manager from an outdated (non-Python) onPrem research setup to a modern Python-centric cloud research platform. We will examine the requirements and challenges associated with the project and present how we navigated find

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.

Talk pycon-web

Navigating the limitations of Python’s concurrency model in web services

Tarek Mehrez

APIs, Architecture, Parallel Programming / Async

Ever wondered when you should favor an async web framework? How do they compare to your good old python services when scaling is in question? Then this is the talk for you