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4.3 years ago
carlopecoraro2
★
2.6k
Dear all,
Registrations are now open for the Physalia course on "INTRODUCTION TO DEEP LEARNING FOR BIOLOGISTS", which will be held online from the 28th of September to the 1st of October.
Course website: https://www.physalia-courses.org/courses-workshops/course67/
The course is aimed at advanced students, researchers and professionals interested in learning what deep learning is and how to develop a deep learning model for applications in biology.
Learning outcomes
At the end of the course the student will have an understanding of:
- the basic theoretical background of deep learning, both in terms of basic building blocks and of commonly used, state-of-the-art architectures
- differences between classification, regression, segmentation, and how to frame a real-world problem in terms of these classes
- the main steps involved in building a deep learning model for prediction problems in biology, comprising how to evaluate prediction accuracy and how to compare and choose different models
- how to use real-world data for statistical learning, comprising data preparation and data augmentation
Programme: https://www.physalia-courses.org/courses-workshops/course67/curriculum67/
Our other online courses: https://www.physalia-courses.org/courses-workshops/
