teaching

Deep learning bootcamp @ Max Planck Institute

This hands-on course will take you from 0 to 100 in Deep Learning with Keras. Our aim is to teach the fundamentals of deep learning with Convolutional Neural Networks (CNN) based on modern techniques using the Keras API and the Tensorflow backend. By the end participants will know how to build deep learning models, how to train them, what to avoid during training, what to check during training and how to perform model inference, especially for image based problems.

Modelling and Simulation Tools in Systems Biology @ ICSB 2018

This tutorial workshop is a satellite of the 19th International Conference on Systems Biology (ICSB). Participants will learn how to set up computer models of biological systems (e.g. metabolic or signalling networks) using experimental kinetic data …