Through this seminar, attendees will walk away knowing when and how to run modern versions of traditional statistical analysis. These tests and the underlying bioinformatical lesson about resampling will be […]
TITLE: "Enhancing polygenic prediction with flexible models on individual-level data” Watch recording on YouTube: https://www.youtube.com/channel/UCokAYrjf_TaziPtmn6l4-5A
Spatial transcriptomics is an emerging field that bridges molecular biology and anatomy. Over the last decade, a battery of assays have been developed that profile gene expression in-situ, i.e, measuring […]
The goal of the workshop is to enable the participants to submit and rationally evaluate results of the AlphaFold protein structure predictions. The class will cover the basic principles of […]
TITLE: "System Genetics Studies of Coronary Artery Disease”
As we step into the era of precision medicine, the need for extensive genomic data analysis is more pressing than ever. With the advent of high-throughput technologies, a plethora of […]
The application of omics (i.e., metabolomics, proteomics, transcriptomics, genomics) has become greatly popular in the life sciences. These technologies unlock the investigation of metabolism across thousands of genes, proteins, and metabolites, and provide a holistic perspective on the system of interest. However, to gather a systems-level understanding of biological functions in health and disease, omics […]
TITLE: “Leveraging functional annotations to enhance trait prediction and biological discovery” Watch recording on YouTube: https://www.youtube.com/channel/UCokAYrjf_TaziPtmn6l4-5A
This 3-day interactive workshop introduces the overarching principles guiding generative modeling and specifically Large-Scale Language Models (LLM), their application in Python for inference, and specific use-cases in Genomics. Experience with Python is necessary, and basic knowledge about ML workflows is preferred. At the end of this workshop, you WILL be comfortable with loading, inferencing and […]
