Workshops

January 25-26, 2020

A Conceptual Introduction to Reinforcement Learning

With Kevin Smeyers, Katrien Van Meulder & Bram Vandendriessche

09:00-12:30 January 25

Applied Machine Learning with R

With Dirk Wulff & Markus Steiner

09:00-17:00 January 25

Augmenting the Web browsing experience using machine learning

With Oleksandr Paraska, Vasily Kuznetsov, Tudor Avram & Levan Tsinadze

09:00-12:30 January 25

Feature Engineering for Spatial Data Analysis

With Caio Miyashiro, Selim Onat & Eva Jaumann

09:00-17:00 January 25

Fraud detection with unsupervised machine learning

With Ernst Oldenhof

09:00-12:30 January 25

Interpretability in deep learning for computational biology

With Maria Rodriguez Martinez, An-phi Nguyen & Matteo Manica

09:00-12:30 January 25

Introduction to Information Visualization

09:00-17:00 January 25

NLPeasy - Harnessing the Power of Unstructured Data

With Philipp Thomann & Jürgen Schwärzler

09:00-12:30 January 25

Spiking neural networks for real-time inference tasks

With Dylan Muir, Felix Bauer & Sadique Sheik

09:00-17:00 January 25

TensorFlow 2 Basics - Saturday

With Andreas Steiner, Ruslan Habalov, Megan Ruthven & Bartek Wołowiec

09:00-17:00 January 25

Adding Interpretability in Deep Learning models

With Delger Enkhbayar, Sunil Mallya & Segolene Dessertine-Panhard

13:30-17:00 January 25

Human mobility analysis and simulation with Python

With Luca Pappalardo, Filippo Simini, Roberto Pellungrini & Gianni Barlacchi

13:30-17:00 January 25

Ideas for your first AI project

With Kristina Jonkuviene

13:30-17:00 January 25

Meet your Artificial Self: Generate text that sounds like you

With Martin Müller, Manuel Schneider & Florian Laurent

13:30-17:00 January 25

PyTorch Tutorial

13:30-17:00 January 25

Applied Forecast Combinations

09:00-12:30 January 26

Climbing the Ladder: Reinforcement Learning in a Competitive Setting

With Frederic Ouwehand & Florian Laurent

09:00-17:00 January 26

Deep Learning for Computer Vision

With Humera Tariq, Usman Amjad, Shaista Rais & Humera

09:00-17:00 January 26

Dirty GANcing

With Axel Uran, Pelayo Choya, Guillaume Mollard, Thibault Calvayrac, Gaétan Ramet & Gianluca Mancini

09:00-12:30 January 26

Hands-on Bayesian Machine Learning: embracing uncertainty

With Elizaveta Semenova

09:00-12:30 January 26

Introduction to MLflow: managing the ML lifecycle from experimentation to deployment

With Sebastian Herold, Annie Yim & Lennart Piro

09:00-12:30 January 26

Machine Learning for Software Engineering: modelling the source code

With Alexander Bezzubov & Hugo Mougard

09:00-12:30 January 26

TensorFlow 2 Basics - Sunday

With Andreas Steiner, Ruslan Habalov, Megan Ruthven & Bartek Wołowiec

09:00-17:00 January 26

Transfer Learning at scale in Natural Language Processing

With Matteo Pagliardini & Yassine Benyahia

09:00-12:30 January 26

Unsupervised Learning: Multi Time Series Feature Embedding

With Zhivko Kolev, Dimira Petrova & Dragomir Nikolov

09:00-17:00 January 26

Advances in ML: Theory meets practice

With Sebastian Stich

13:30-17:00 January 26

Cross-lingual Natural Language Processing

With Ioannis Partalas, Georgios Balikas & Eric Bruno

13:30-17:00 January 26

Ensemble Techniques: "Unity is strength"

With Jessica Lanini

13:30-17:00 January 26

From Forecasting to Prescriptive analytics

With Sotirios Dimopoulos, Niccolò Moretti & Kostja Siefen

13:30-17:00 January 26

From Machine Learning to Control Theory: An Autonomous Driving Case Study

With Adam Barclay

13:30-17:00 January 26

Machine Learning for (smart) dummies

13:30-17:00 January 26

EPFL Extension School Workshop - Machine Learning and Data Visualization

With Frederic Ouwehand, Xavier Adam, Michael Notter, Christian Luebbe, Panagiota Xydi, Bobby Stuijfzand, Enrico Chavez & Harry Anderson

09:00-17:00 January 29

AMLD EPFL 2020 / Program

Tracks & talks

29 'AI & your domain' tracks will feature talks from experts and interesting panels.

January 27-29, 2020

Challenges

Want to improve, challenge or showcase your ML skills? You can compete on 5 exciting competitions.

June 01, 2019-January 28, 2020

AMLD / Global partners