BEGIN:VCALENDAR VERSION:2.0 PRODID:-//132.216.98.100//NONSGML kigkonsult.se iCalcreator 2.20.4// BEGIN:VEVENT UID:20250730T224447EDT-7026kUoiiS@132.216.98.100 DTSTAMP:20250731T024447Z DESCRIPTION:Winter Workshop Series: Dimension reduction for biology data\n \nTopic: Dimension reduction for biology data\n\nInstructor: Alex Diaz-Pap kovich\n\nMarch 4\, 2021 at 1pm\n\nRegister (here)\n\n***To provide the be st environment for learning\, space is limited. Please make sure you will be able to attend the workshop\, otherwise you may not be allowed to regis ter again this session.***\n\n \n\nModern -omics datasets are very highly dimensional\, covering samples (cells\, people\, bacteria\, etc) across th ousands to millions of variables (SNPs\, genes\, proteins\, etc). Particip ants will learn about methods like PCA\, MDS\, t-SNE\, and UMAP\, and thei r applications in investigating data that lives in high dimensions.\n We wi ll cover the motivations and ideas behind the methods and go over examples using both artificial and real-world data. By the end of the session\, yo u will be able to code implementations of dimension reduction as well as v isualize your data in useful ways and consider approaches for downstream a nalysis.\n \n The methods covered have implementations in Python and R\, and the course will be taught using Python notebooks (with some equivalent co de in R provided).\n There will be some linear algebra\, analysis\, and sta tistics -- knowledge of these topics will be useful for but not critical t o participation.\n\n \n\nBy registering to this event\, you agree with the following code of conduct\n ________________\n Code of Conduct\n Our event i s dedicated to providing a harassment-free conference experience for every one\, regardless of gender\, gender identity and expression\, age\, sexual orientation\, disability\, physical appearance\, body size\, race\, ethni city\, religion (or lack thereof)\, or technology choices. We do not toler ate harassment of conference participants in any form. Event participants violating these rules may be sanctioned or expelled from the event without a refund at the discretion of the conference organizers.\n\n \n DTSTART:20210304T180000Z DTEND:20210304T220000Z SUMMARY:Dimension reduction for biology data URL:/micm/channels/event/dimension-reduction-biology-d ata-328556 END:VEVENT END:VCALENDAR