monday-12:20 | PyConDE & PyData Berlin 2022

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Talk pydata-computer-vision

Building a Sign-to-Speech prototype with TensorFlow, Pytorch and DeepStack: How it happened & What I learned

Steven Kolawole

Computer Vision, Neural Networks / Deep Learning

Building an E2E working prototype that detects sign language meanings in images/videos and generate equivalent voice of words communicated by the sign language, in real-time, won't be completed in a day's work. Here I'd explain how it happened and what I learned in the process.

Talk pycon-libraries

Building an ORM from scratch

Jonathan Oberländer, Patrick Schemitz

Art, Databases

From an empty Python file to a fully-featured ORM in 45 minutes

Talk pydata-pydata-scientific-libraries-stack

Creating 3D Maps using Python

Martin Christen

GIS / Geo-Analytics

Create 3DMaps anywhere on the planet using Python and OpenData

Talk pydata-machine-learning-stats

Introduction to Uplift Modeling

Dr. Juan Orduz

Algorithms, Predictive Modelling, Statistics

In this talk we introduce uplift modelling, a method to estimate conditional average treatment effects (CATE) using machine learning estimators.

Talk pydata-machine-learning-stats

You shall not share!

Gönül Aycı

Ethics (Privacy, Fairness,… ), Natural Language Processing

Are you ready to have an agent to help to preserve your privacy in online social networks? "You shall not share!" will be presented by @gonul_ayci ⚡️

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