On June 4th of 2019 Prof. Dr. Herbert Jaeger, pioneer in the field of Reservoir Computing, presented a seminar at the Johannes Gutenberg University Mainz (JGU). Reservoir Computing is an alternative machine learning approach for Recurrent Neural Networks which is in many ways complementary to deep learning. The talk gave an introduction to the basic principles and variants of Reservoir Computing. Some illustrative examples were presented.