From listmaster animalgenome.org Tue Sep 5 08:30:46 2023
From: "Carlo Pecoraro" <infophysalia-courses.org>
To: Members of AnGenMap <angenmapanimalgenome.org>
Subject: Course - Introduction to Deep Learning for Biologists
Date: Tue, 05 Sep 2023 08:30:46 -0500
Dear all,
We hope this email finds you well. We are excited to inform you that there
are just four seats left for our upcoming course, "Introduction to Deep
Learning for Biologists" scheduled for 2-6 October 2023. This course is an
excellent opportunity for professionals and researchers interested in
harnessing the power of deep learning in the field of biology.
Here's a brief overview of the course:
**Course Details:**
- **Dates:** online,2-6 October 2023
- **Course website**
https://www.physalia-courses.org/...-workshops/course67/
**Course Highlights:**
- Gain a solid theoretical foundation in deep learning for biological data.
- Focus on Convolutional Neural Network (CNN) architectures for real-world
data classification, regression, and image segmentation.
- Learn essential concepts such as prediction performance measurement,
cross-validation, overfitting prevention, and model generalizability.
The course spans five days, featuring engaging lectures, interactive class
discussions, and practical hands-on sessions. You'll work collaboratively on
exercises, enabling you to apply your newfound skills and receive immediate
feedback.
Basic Python programming skills and familiarity with the Linux environment
will be helpful, but we welcome participants at all skill levels.
To prepare for the course, you can enhance your Python skills by exploring
exercises prepared by our instructors
https://github.com/...0n/coding_excercises .
By the end of the course, you will have a comprehensive understanding of deep
learning, classification, regression, segmentation, and their applications in
biology. You will also learn how to evaluate prediction accuracy, compare
models, and effectively utilize real-world data for statistical learning.
For the full list of our courses and workshops, please visit:
https://www.physalia-courses.org/courses-workshops/
We look forward to welcoming you to our course and exploring the exciting
world of deep learning for biologists together.
Best regards,
Carlo
--------------------
Carlo Pecoraro, Ph.D
Physalia-courses DIRECTOR
infophysalia-courses.org
mobile: +49 17645230846
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