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11 days ago
carlopecoraro2
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2.5k
Dear all,
We're thrilled to announce our upcoming online course, "Introduction to Deep Learning for Biologists" taking place from September 30th to October 4th, 2024.
Course website: https://www.physalia-courses.org/courses-workshops/course67/
Our course dives deep into the world of deep learning predictive algorithms for regression and classification, specifically tailored for biological data applications.
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
For the full list of our courses and workshops, please visit: https://www.physalia-courses.org/courses-workshops/course67/
