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of light-sheet microscopy data, evidenced by high-quality peer-reviewed publications. You can write your own image processing and analysis routines in Python, MATLAB, or C++. Experience with state-of-the-art
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languages (e.g., R or Python) is a strong asset. You are enthusiastic and curious, motivated to develop novel scientific approaches. What we offer We offer a doctoral scholarship for a period of one year
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machine learning. Strong proficiency with R/Python and machine learning frameworks (e.g., PyTorch, TensorFlow). Prior experience with workflow management tools (e.g., Snakemake, Nextflow). Familiarity with
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with attention to quality, integrity, creativity, and cooperation. You are fluent in Python, machine learning, and deep-learning tools (e.g., TensorFlow, PyTorch). You can speak and write fluently in
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Python or R, and experience in the Linux environment Experience with large-scale data analysis, such as genomics or transcriptomics data Experience with a workflow management system such as Snakemake
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. You are fluent in Python, machine learning, and deep-learning tools (e.g., TensorFlow, PyTorch). You can speak and write fluently in English. A background in hydroclimate extreme event analysis is
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explanations tailored to diverse user profiles. Programming skills in Python, JavaScript, or web frameworks (e.g., React, D3.js, Plotly) for building interactive explainability interfaces. Motivation
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background in AI/ML, preferably with hands-on experience in deep generative models (e.g., VAEs, GANs, diffusion models, transformers). Solid programming skills in Python, including familiarity with TensorFlow
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an experienced user of statistical software (such as SAS, JMP, SPSS, Stata, Matlab, Python, R or other statistical software). You are a creative and enthusiastic instructor, willing to take initiative. You are
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, creativity and cooperation. You are an experienced user of statistical software (such as SAS, JMP, SPSS, Stata, Matlab, Python, R or other statistical software). You are a creative and enthusiastic instructor