Python Skill Level expert Session List
6 Years of Docker: The Good, the Bad and Python Packaging
Sebastian NeubauerDevOps, Infrastructure, IDEs/ Jupyter, Use Cases
In this talk I will walk you through the proper setup of a local python development environment using docker.
Airflow: your ally for automating machine learning and data pipelines
Enrica Pasqua, Bahadir UyarerBig Data, Infrastructure, Machine Learning, Data Engineering
Automate your machine learning and data pipelines with Apache Airflow
Current affairs, updates, and the roadmap of scikit-learn and scikit-learn-contrib
Adrin JalaliArtificial Intelligence, Community, Code-Review, Machine Learning
an update on recent scikit-learn changes, current affairs, and the roadmap
Deep Learning for Healthcare with PyTorch
Valerio MaggioArtificial Intelligence, Deep Learning, Machine Learning, Science
This tutorial provides a general introduction to the PyTorch Deep Learning framework with specific focus on Deep Learning applications for Precision Medicine and Computational Biology.
Is it me, or the GIL?
Christoph HeerInfrastructure, Parallel Programming, Visualisation
People often complain about the GIL, but does your application actually suffer from the GIL?
Panel: Turn any notebook into a deployable dashboard
Philipp RudigerData Science, IDEs/ Jupyter, Visualisation
Introducing Panel: Turn any notebook into a deployable dashboard
Should I stay or should I go? Optimal exercise decisions using the Longstaff-Schwartz algorithm
Benedikt RudolphAlgorithms, Business & Start-Ups, Data Science, Science, Statistics
Learn about a simple least-squares approach to evaluate financial exercise options and make optimal exercise decisions.
Time series modelling with probabilistic programming
Sean Matthews, Jannes QuerData Science, Statistics
Probabilistic time-series forecasting @ Deloitte Analytics Institute
Visualizing Interactive Graph Networks in Python
Jan-Benedikt JaguschData Science, IDEs/ Jupyter, Networks, Visualisation, Python
Join @jan_jagusch's talk to learn about visualizing interactive network graphs in Python.