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Ten students will receive training and mentorship for ten weeks each summer and will be jointly advised by members of the UMD Center for Bioinformatics and Computational Biology (CBCB). Throughout this experience, students will work in pairs to learn about a research problem, propose a plan to tackle a specific research question, and implement their plan. With the guidance of experienced mentors, undergraduate students will research real world problems in cutting-edge areas of bioinformatics, including metagenomics, machine learning, single-cell RNA sequencing, parallel computing, and phylogenomics. Students will address novel problems with unknown answers. By the end of the summer, each team will produce a paper and give an oral presentation on their project. Students' findings will advance knowledge and understanding of the field.