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teaching:ss2023:dlpractice [2023/01/24 13:24] Dr. Vladimir Golkov created |
teaching:ss2023:dlpractice [2024/02/08 10:57] Dr. Vladimir Golkov |
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** Summer Semester 2023, TU Munich ** | ** Summer Semester 2023, TU Munich ** | ||
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+ | This is the summer semester 2023 course. For the winter semester 2023/2024 course, see | ||
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+ | [[teaching: | ||
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**Please send applications (including learning goals, programming skills description, | **Please send applications (including learning goals, programming skills description, | ||
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- | == Course Description | + | == Content |
In this course, we will develop deep learning algorithms for concrete applications in the field of computer vision, biomedicine, | In this course, we will develop deep learning algorithms for concrete applications in the field of computer vision, biomedicine, | ||
The topics will include: | The topics will include: | ||
- | * Machine learning, neural networks, deep learning | + | * Machine learning, deep learning |
- | * Standard and advanced network architectures | + | * Standard and advanced |
* Tasks beyond supervised learning | * Tasks beyond supervised learning | ||
* Design of architectures, | * Design of architectures, | ||
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== Literature == | == Literature == | ||
- | * [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|NumPy Advanced Array Indexing]] | + | * [[https://numpy.org/doc/stable/user/basics.indexing.html# |
* [[http:// | * [[http:// | ||
* [[https:// | * [[https:// |