生物学、数学和统计学基础
Essentials of Biology, Mathematics and Statistics
基因组学与下一代测序
Genomics & Next Generation Sequencing
数据分析与统计机器学习
Data Analytics & Statistical Machine Learning
代谢组学和先进(组学)技术
Metabolomics and advanced (omics) technologies
复杂系统的计算生物学
Computational Biology for Complex Systems
跨学科生物信息学小组项目
Interdisciplinary Bioinformatics Group Project
线性代数:基本矩阵向量运算,最小二乘法
Linear Algebra: basic matrix-vector operations, least-squares
概率论:概率规则,条件概率,贝叶斯规则,分布
Probability Theory: Rules of Probability, Conditional Probability, Bayes’ Rule, distributions
描述性统计:摘要统计,可视化
Descriptive Statistics: summary statistics, visualisation
假设检验:Fisher精确检验、卡方检验、t检验
Hypothesis Testing: Fisher exact, chi-square, t-test