BI390生物信息学综合实验课程教学大纲

生物信息学综合实验课程教学大纲课程基本信息(Course Information)学时课程代码学分Bl390(Credit642Course Code)(CreditsHours)课程名称(中文)生物信息学综合实验(Course Name)(英文)Bioinformatics workshop课程性质培养计划内课程(Course Type)Com pulsory授课对象(Target生物信息学专业本科生Audience)授课语言中英双语(Language ofChinese/EnglishInstruction)开课院系生命科学技术学院(School)School of Life Science先修课程生物信息学、生物化学、分子生物学、程序设计、数理统计、生物统计学等(Prerequisite)Introduction to Bioinformatics,Programming,Statistics授课教师课程网址吴茂英(Coursehttp://cbb.sjtu.edu.cn/course/bio2407(TeacherMaoying,WuWebpage)本课程是对前面三年生物信息学本科专业学习的一个总结，强调学生对核酸、*课程简介蛋白质序列的分析算法、结构和功能注释方法的认识和实现，同时还对组学数据分析中常用的统计学、信息学、机器学习和数据挖掘方法进行全面总结，并结合(Description)学科发展的前沿，对出现的新技术和新方法进行深入的分析和探索，旨在培养学生全面的生物医学数据科学研究和开发的能力。This course is comprised of a series of computational hands-on exercises emphasizingthe fundamentals of computational algorithms on nucleotides,protein sequences andthe respective functional annotations;it also includes an introduction to the analysisof network-based complex biological systems.Topics covered in the*课程简介course include principles,methods,and tools applied for sequence alignment,motif(Description)discovery,network modeling and analysis,as well as recently emerging research areassuch as next generation sequencing data analysis and deep learning.This course isdesigned for high-level undergraduates and graduates with strong background in bothbiology and computer science.Basic programming skills in C/Perl/Pythonprogramming are needed.课程教学大纲(course syllabus)