Conference Schedule

View past PyData event schedules here.

Tutorial Sessions — Friday Nov. 29, 2019

  Tutorial Room
9:00

Registration

10:00 Image Recognition DL WORKSHOP Pipple, Maurice Peters
11:30

Lunch

13:00 Scheduling machine learning pipelines using Apache Airflow Axel Goblet
14:30

Break

14:45 Deep generative models for image and text generation Dimitra Gkorou, Koen Vannisselroij, Shama Khalil, Sonali Fotedar
16:15

Break

16:30 Managing Machine Learning Lifecycle with MLflow Vladimir Osin, Milan Mulji
18:00

Drinks & Dinner

21:00

General Sessions — Saturday Nov. 30, 2019

  General Room 1 General Room 2
8:30

Registration

8:50

Opening Notes

9:00 Process Mining in Python Sebastiaan J. van Zelst A Python application to flag outliers in very high dimensional sensor data. Satej Khedekar
9:35

Break

9:50 Advertising, algorithms and Privacy: recent opensource developments Ruben Mak Exploratory Data Analysis (EDA) and Visualization Techniques for Image Segmentation Challenges Ekhtiar Syed
10:25

Break

10:30 Untitled12.ipynb Vincent D. Warmerdam A content-based recommender system for financial news Anca Dumitrache, Feng Lu
11:05

Break

11:10 BigMedilytics: MPyC in practice Natasja van de L'Isle Common pitfalls leading to wrongly estimated model performance Jan van der Vegt
11:45

Lunch

13:00 Keynote: Personalization, Bandits, and Causal inference Maurits Kaptein
13:45

Break

13:50 Automated river plastic monitoring using deep learning Colin van Lieshout, Joery de Vos Airflow and Kubernetes at JW Player, a match made in heaven? Rik Heijdens
14:25

Break

14:30 Transferring clinical prediction models across hospitals using domain-adaptation techniques Mattia Fornasa Solar energy disaggregation from smart meter signals: an approach using a convnet/resnet hybrid Jeroen Rombouts, Frank Hendriks
15:05

Break

15:10 Preventing churn like a bandit Gerben Oostra The 3 energy saving tips for your data science ecosystem Fahimeh Alizadeh
15:45

Break

15:50 Categorizing financial transactions for personal finance management at Yolt Alexander Backus Next-Gen railway asset management with computer vision at ProRail Jasper Derikx, Richard Bartels
16:25

Break

16:30 Keynote: Data Science at PSV Ruud van Elk, Marc Ponsen
17:15

Announcement Challenge Winners

17:20

Closing Notes

17:30

Drinks & Bitterballs

21:00

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