8:30 |
Registration & Breakfast
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9:30 |
Opening Notes
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9:45 |
Keynote: Hacking the Iron Curtain: From smuggling computer parts to owning the world
Andrada Fiscutean
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10:45 |
Break
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11:00 |
Neural Networks
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NLP & Text Analysis
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Python Applications
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Tools of the Trade
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11:00 |
Visual concept learning from few images
Vaibhav Singh
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ML and populism
Limor Gultchin
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Five things I learned from turning research papers into industry prototypes
Ellen König
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Q&A with Keynote Andrada Fiscutean
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11:45 |
Simple diagrams of convoluted neural networks
Dr. Piotr Migdał
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Where NLP and psychology meet
Alexandra Klochko
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Spatial Data Analysis With Python
Dillon R. Gardner, PhD
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Towards automating machine learning: benchmarking tools for hyperparameter tuning
Dr. Thorben Jensen
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12:30 |
Deep Neural Networks for Double Dummy at Bridge
Lorand Dali
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ctparse: a practical parser for natural language time expressions in pure python
Dr. Sebastian Mika
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Python Unittesting for Ethereum Smart Contracts or how not to create your own Cryptocurrency
Robert Meyer
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Launch Jupyter to the Cloud: an example of using Docker and Terraform
Cheuk Ting Ho
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13:15 |
Lunch
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14:15 |
Algorithms
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NLP & RNNs
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Python in the Field
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Unsupervised Learning & Visualization
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14:15 |
Let's SQL Like It's 1992!
James Powell
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Building new NLP solutions with spaCy and Prodigy
Matthew Honnibal
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Python in Medicine: analysing data from mechanical ventilators and patient monitors
Gusztav Belteki
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Manifold Learning and Dimensionality Reduction for Data Visualization and Feature Engineering
Stefan Kühn
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15:00 |
A/B testing at Zalando: concepts and tools
Shan Huang, Grigory Bordyugov
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How I Made My Computer Write it's First Short Story
Alexander Hendorf
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How to scare a fish (school)
Andrej Warkentin
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Extracting relevant Metrics with Spectral Clustering
Evelyn Trautmann
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15:45 |
Solving very simple substitution ciphers algorithmically
Stephen Enright-Ward
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Understanding and Applying Self-Attention for NLP
Ivan Bilan
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AI in Healthcare
David Higgins
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On Laplacian Eigenmaps for Dimensionality Reduction
Juan Orduz
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16:30 |
Coffee
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16:45 |
Keynote: Building in Privacy and Data Protection -- what is demanded by the GDPR?
Marit Hansen
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17:45 |
Lightning Talks
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Q&A with Keynote Marit Hansen
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18:45 |
Social event @ Lindengarten Wedding — FREE DRINKS!
(and "PyData Pub Quiz" with James Powell, Matti Lyra, Elad Verbin)
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23:00 |
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