Lecture
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02 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Introduction to ML for Life Sciences; common datasets and algorithms; the importance of interpretability
03 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Protein Structure predictions: AlphaFold
09 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Protein Structure prediction with AlphaFold
10 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Transformers and Protein Language models
17 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Deep learning techniques for protein design: transformers, graph neural network and diffusion models
18 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Protein Design: transformers, GNN, diffusion models
21 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Deep learning for omics data analysis: transformers for variant effect predictions and single cell representations
27 May 2024 (2h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Transformers for variant effect prediction and single cell RNAseq data representation
28 May 2024 (4h 00m)
Francesco Raimondi - Course (teaching activity) - Both face to face and online
Hands on: structure prediction, variant effect prediction, GNN for small molecule property prediction, scRNAseq data representation
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