Conference Schedule

View past PyData event schedules here.

Tutorial Sessions — Friday May 10, 2019

  GoDataDriven
8:45

Breakfast & Registration

9:30 Hands on: build a recommender system Camille Couturier
11:00

Break

11:15 How to easily set up and version your Machine Learning pipelines, using DVC and MLV-tools Stéphanie Bracaloni, Sarah Diot-Girard
12:45

Lunch

13:45 Python Disfluencies James Powell
15:15

Break

15:30 Create CUDA kernels from Python using Numba and CuPy. Valentin Haenel
17:00

General Sessions — Saturday May 11, 2019

  Megatorium Auditorium
8:00

Breakfast & Registration

9:00

Opening Notes

9:10 Keynote: Why our products and communities need our empathy Sasha Romijn
9:55

Small Break

10:00 Looking at Sound: computer vision techniques in audio classification Jurjen Feitsma, Wouter de Winter Genetic Regex Ahmet Erdem, Robin Bakker
10:35

Coffee Break

11:00 Casual notes about Causal stuff Lucas Bernardi SHAP and beyond: interpretable machine learning applications for intensive care doctors Hidde Hovenkamp
11:35

Small Break

11:40 The evolution of array computing in Python Ralf Gommers

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11:50 A walk through the isolation forest Jan van der Vegt
12:15

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12:25

Lunch

14:00 The Profession of Solving (the Wrong Problem) Vincent D. Warmerdam Remember what you learn: “A spaced repetition model for online skill acquisition" Anni Sapountzi
14:35

Small Break

14:45 Building a Multi-Core apply function for pandas Diederik Greveling What’s the uncertainty on your ML prediction? Eva van Weel, Fabian Jansen
15:20

Coffee Break

15:45 Online machine learning with creme Max Halford Case Study: Making the subjective measurable. Sentiment Analysis on Sustainability reporting Susanne Groothuis
16:20

Break

16:30 Continuous online experimentation: 101 A/B tests for personalised news. Ivo Everts, Matthijs High on cardinality, low on memory Ondrej Kokes
17:05

Break

17:15 Speech Synthesis with Tacotron2 and PyTorch Alexander CS Hendorf Plant factory: sensor data, machine learning and optimization for data-driven vertical farming Marianne Hoogeveen
17:50

Dinner

19:00

General Sessions — Sunday May 12, 2019

  Megatorium Auditorium
8:00

Breakfast & Registration

9:00

Opening Notes

9:10 Keynote: Robots for Football Wouter Kuijpers
9:55

Small Break

10:00 Improving Machine Learning Workflow - Training, Packaging and Serving your Models Wilder Rodrigues Using Markov Chain approximation to identify financial fraud Floriana Zefi
10:35

Coffee Break

10:50 Low to High Resolution: a walk through an Image Super-Resolution project with CNNs and GANs Francesco Cardinale Efficient Transfer Learning for Machine Translations @Booking.com Karlijn Zaanen, Satendra Kumar
11:25

Small Break

11:30 Popping the filter bubble: measuring diversity in news recommendations Sanne Vrijenhoek

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11:40 How to expand your NLP solution to new languages using transfer learning Lena Shakurova
12:05

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12:15

Lunch

13:30 Hacking Fitness - Dealing With Uncertainty in Athletic Performance Prediction Jonatan Samoocha Open-source City - Improving livability of the city using publicly available resources. Maarten Sukel, Swaan Dekkers
14:05

Small Break

14:10 Build Facebook's Prophet in PyMC3; Bayesian time series analyis with Generalized Additive Models Ritchie Vink Text analytics on annual reports Anahita Farokhi, Eltjona Qato
14:45

Coffee Break

15:05 Uber's Synthetic Control Experimentation Framework When A/B Tests are Not Possible Nick Jones, Sam Barrows Annotating data the right way Amit Beka
15:40

Small Break

15:45 Having fun with music and Keras Marcel Raas Sebenz.ai - South African job creation through gamified data labeling for machine learning Alex Conway
16:20

Small Break

16:30

Lightning Talks & Closing Notes

17:15

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