In the August NIH Data Sharing and Reuse Seminar, Dr. Arjun Krishnan will present recent work from his group on developing machine learning approaches to address fundamental challenges in using omics and biomedical data to effectively drive research. He will also discuss the need for improving advanced research training in biological data analysis by formalizing concepts in statistical procedures, study design, data/code management, critically consuming data-driven findings, and reproducible research.