Centre de compétences en science des données
Centre de compétences en science des données

Video capsules

All
Data collection/production
Data management
The many applications of deep learning
The many applications of deep learning

Lucía Gomez Teijeiro

Understanding and verifying data quality
Understanding and verifying data quality

Andrès Alcuña

Simpson's paradox
Simpson's paradox

Maxime Walder

Conducting an ethnographic interview
Conducting an ethnographic interview

Federico Carducci

The OAIS standard, the conceptual basis for archiving
The OAIS standard, the conceptual basis for archiving

Hugues Cazeaux

6 tips for improving a data visualization
6 tips for improving a data visualization

Enrico Chavez

Discover the GraphCourses, a data science training platform
Discover the GraphCourses, a data science training platform

Olivia Keiser and Camille Valera

The fascinating world of deep learning
The fascinating world of deep learning

Lucia Gomez Teijeiro

Adressing environmental challenges with AI
Adressing environmental challenges with AI

Denisa Rodila

Detecting changes to the earth's surface
Detecting changes to the earth's surface

Gregory Giuliani

Data protection: the major legal issues
Data protection: the major legal issues

Margot Voisin

Synthetic Aperture Radar, a new source of data
Synthetic Aperture Radar, a new source of data

Gregory Giuliani

Dynamic documents: an alternative to word processors
Dynamic documents: an alternative to word processors

Mattia Fritz

Model validation criteria
Model validation criteria

Stefan Sperlich

FoNDUE: UNIGE's HTR infrastructure
FoNDUE: UNIGE's HTR infrastructure

P. Jacsont, A. Marques Oliveira

Yareta: tutorials
Yareta: tutorials

H. Cazeaux, L. Echernier, D. Gold

eLabNext
eLabNext

Coralie Fournier

Look at my numbers: the challenges of data visualization
Look at my numbers: the challenges of data visualization

Lamia Friha

Processing analog data
Processing analog data

Simon Gabay

Tips and tricks for making your datasets visible
Tips and tricks for making your datasets visible

Floriane Muller

Big earth data and spatio-temporal analysis
Big earth data and spatio-temporal analysis

Gregory Giuliani

The 6 major challenges of data archiving
The 6 major challenges of data archiving

Hugues Cazeaux

Metadata, an underestimated facilitator
Metadata, an underestimated facilitator

Jamil Zaghir

Preserving the integrity of your data
Preserving the integrity of your data

Alain Hugentobler

Preparing your data for archiving
Preparing your data for archiving

Jean-Blaise Claivaz

The benefits of working with an analyst
The benefits of working with an analyst

Luca Caricchi

The FAIR principles, issues and best practices
The FAIR principles, issues and best practices

Evie Vergauwe

Environmental changes and satellite data
Environmental changes and satellite data

Gregory Giuliani

Standardizing a database
Standardizing a database

Christophe Gaudet-Blavignac

The challenges specific to data management
The challenges specific to data management

Coralie Fournier

Anonymizing or de-identifying data: nuances and issues
Anonymizing or de-identifying data: nuances and issues

Christian Lovis

Implementing a Data Management Plan
Implementing a Data Management Plan

Jean-Blaise Claivaz

Making data interoperable
Making data interoperable

Christian Lovis

The Design Science Research method
The Design Science Research method

Giovanna Di Marzo Serugendo

Administrative registers, a goldmine for researchers
Administrative registers, a goldmine for researchers

Philippe Wanner

The questionnaire as a data collection tool
The questionnaire as a data collection tool

Philippe Wanner

Supervised learning via data annotation
Supervised learning via data annotation

Paola Merlo

Geospatial data for health care
Geospatial data for health care

Nicolas Ray

Consent in research: issues and existing models
Consent in research: issues and existing models

Minerva Rivas Velarde

The societal risks of data collection
The societal risks of data collection

Tommaso Venturini

Feature selection for model calibration
Feature selection for model calibration

Lucia Gomez Teijeiro

AI and Philanthropy: ethical issues
AI and Philanthropy: ethical issues

Giuseppe Ugazio

Natural language processing and its application
Natural language processing and its application

Jamil Zaghir

Treatment effects
Treatment effects

Maria-Pia Victoria-Feser

Association measures
Association measures

Maria-Pia Victoria-Feser

Predicting clinical trial risks with machine learning
Predicting clinical trial risks with machine learning

Douglas Teodoro

Artificial intelligence, the mirror of our society
Artificial intelligence, the mirror of our society

Isabelle Collet

The empirical probability distribution
The empirical probability distribution

Maria-Pia Victoria-Feser

Multi-agent systems inspired by nature
Multi-agent systems inspired by nature

Giovanna di Marzo Serugendo

The fascinating world of machine learning
The fascinating world of machine learning

Tobias Golling

Building the best model
Building the best model

Marta Pittavino

Statistical Models
Statistical Models

Maria-Pia Victoria-Feser

Stylometric analysis
Stylometric analysis

Simon Gabay

Discovering variational autoencoders
Discovering variational autoencoders

Alexandros Kalousis

Statistical inference (3/3)
Statistical inference (3/3)

Maria-Pia Victoria Feser

Statistical inference (2/3)
Statistical inference (2/3)

Maria-Pia Victoria-Feser

Statistical inference (1/3)
Statistical inference (1/3)

Maria-Pia Victoria-Feser

Normal distribution
Normal distribution

Maria-Pia Victoria-Feser

Expectation in statistics
Expectation in statistics

Maria-Pia Victoria-Feser

Continuous random variables
Continuous random variables

Maria-Pia Victoria-Feser

Discrete distributions
Discrete distributions

Maria-Pia Victoria-Feser

Conditional probabilities
Conditional probabilities

Maria-Pia Victoria-Feser

Probability theory
Probability theory

Maria-Pia Victoria-Feser

Hypothesis testing
Hypothesis testing

Maria-Pia Victoria-Feser