Image data science with Python and Napari @EPFL

Image data science with Python and Napari @EPFL

Course preparation
Day 1: Introduction to Python and Bio-image Analysis
Day 2: Image Filtering, Segmentation and Feature Extraction
Day 3: Machine learning and introduction to deep learning
- Machine learning for object segmentation
- Deep Learning for image segmentation
Day 4: Biostatistics and data science
Day 5: Best practices in scientific programming and licensing/sharing of code
- Best practices in scientific programming
- Writing readable code
Potential group projects

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Day 5: Best practices in scientific programming and licensing/sharing of code

Day 5: Best practices in scientific programming and licensing/sharing of code#

Day 5 will be an introduction to good scientific practice when writing, documenting and publishing code. We will learn about licensing materials such as code and data.

By Marcelo Zoccoler, Johannes Müller, Till Korten, Robert Haase, DFG Cluster of Excellence "Physics of Life", TU Dresden
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