IMPRS-LS Workshop

Machine learning


Date: Wednesday 16th - Friday 18th February 2022

Location: Small Lecture Hall, T-building, MPI of Biochemistry

Trainer: Andreas Kist

Description: Intelligent machines are used to be found in science fiction. However, especially recently with the advent of “deep learning”, many tasks that have been doomed impossible are now approachable. In this three days lasting, intense course, we learn the basics of Machine and Deep Learning. We start from linear regression and work our way to convolutional neural networks to classify data and to find region of interests (ROIs) in images. We use the established TensorFlow (from Google) framework and use Keras to interface the TensorFlow backend.