Dear all, we are pleased to announce the online course "AI for Genomics: From CNNs and LSTMs to Transformers", taking place on 7-9 April . The course is designed for researchers interested in applying modern machine learning and deep learning approaches to genomic and metagenomic sequence data. Course website: ( https://www.physalia-courses.org/courses-workshops/ai-for-genomics/ ) Through a strongly hands-on approach using interactive notebooks, participants will learn how to encode biological sequences, train and evaluate CNN, LSTM, and Transformer models, and interpret results in a biologically meaningful way. The course covers real-world applications such as genomic functional element prediction, sequence classification, metagenomic source tracking, and biological sequence generation, while also introducing attention mechanisms and NLP-inspired methods adapted to genomics. For the full list of our courses and workshops, please visit: ( https://www.physalia-courses.org/courses-workshops/ai-for-genomics/ ) Best regards, Carlo Carlo Pecoraro, Ph.D Physalia-courses DIRECTOR info@physalia-courses.org mobile: +49 17645230846 ( https://www.linkedin.com/in/physalia-courses-a64418127/ ) "info@physalia-courses.org" (to subscribe/unsubscribe the EvolDir send mail to golding@mcmaster.ca)