生物统计学课程
生物统计学课程可以帮助您学习分析健康数据的统计方法、实验设计和流行病学原理。您可以掌握解释 Data Set、进行假设检验以及将 Regression 技术应用于实际健康场景的技能。许多课程都会介绍 R 和 SAS 等工具，这些工具支持在公共卫生研究中执行复杂的分析并实现数据趋势的可视化。
热门生物统计学课程和认证
Arizona State University
您将获得的技能: Statistics, Probability & Statistics, Analytics, Exploratory Data Analysis, Estimation, Logistic Regression
Coursera
您将获得的技能: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference
University of Colorado Boulder
您将获得的技能: 数据科学, A/B 测试, 数据分析, 统计分析, 统计假设检验, 概率与统计, 样本量的确定, 实验, 定量研究, 微积分, 统计推理, 线性代数, 回归分析, 数据伦理, 统计建模, 研究设计
University of Michigan
您将获得的技能: Logistic Regression, Model Evaluation, Statistical Inference, Predictive Analytics, R Programming, Predictive Modeling, Probability & Statistics, Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Data Analysis, Epidemiology, Descriptive Statistics
Corporate Finance Institute
您将获得的技能: Regression Analysis, Correlation Analysis, Advanced Analytics, Statistical Methods, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Statistical Programming, Data Analysis Software, Model Evaluation
Wesleyan University
您将获得的技能: Python 编程, 模型评估, 统计分析, 数据分析, 逻辑回归, Model Evaluation, 统计编程, SAS（软件）, 回归分析, 统计方法, 统计建模, 预测建模
The State University of New York
您将获得的技能: 健康信息学, 生物信息学, 模型评估, 分子生物学, 无监督学习, 大数据, 统计分析, 医学科学与研究, 功能工程, R（软件）, 分类算法, Model Evaluation, 数据预处理, 生物统计学, 降维, 预测分析, 数据清理, R 程序设计, 分析, 预测建模
Johns Hopkins University
您将获得的技能: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Statistical Programming, Probability Distribution, Data Analysis, Statistical Software, Markov Model, Data Science, Statistical Modeling, Statistical Inference, Probability, Correlation Analysis, R Programming
Illinois Tech
您将获得的技能: 数据科学, 无监督学习, 统计分析, 机器学习方法, 统计编程, 模型评估, 统计资料, 机器学习, 机器学习算法, 逻辑回归, 数据分析, Model Evaluation, 统计推理, 监督学习, 统计机器学习, 回归分析, 应用机器学习, 统计建模, 统计方法, 预测建模, 贝叶斯统计
您将获得的技能: Logistic Regression, Predictive Modeling, Predictive Analytics, SAS (Software), Statistical Modeling, Regression Analysis, Statistical Programming, Model Evaluation, Statistical Software, Model Training, Data Validation, Statistical Analysis, Model Deployment, Statistical Methods, Correlation Analysis, Statistical Hypothesis Testing, Probability
Johns Hopkins University
您将获得的技能: 数据科学, 统计分析, 概率分布, 概率与统计, 模型评估, 统计资料, Model Evaluation, 应用数学, 统计推理, 线性代数, 回归分析, 统计方法, 概率, 统计建模, R 程序设计
您将获得的技能: Statistical Inference, Statistical Programming, Regression Analysis, Logistic Regression, Statistical Methods, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Predictive Modeling, Model Evaluation, Probability & Statistics, Statistical Hypothesis Testing, Probability Distribution
总之，以下是 10 最受欢迎的 biostatistics 课程
- Probability, Statistical Inference and Regression Analysis: Arizona State University
- Statistics For Data Science: Coursera
- 方差分析和实验设计: University of Colorado Boulder
- Logistic Regression and Prediction for Health Data: University of Michigan
- Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
- 回归建模实践: Wesleyan University
- 大数据、基因和医学: The State University of New York
- Advanced Probability and Statistical Methods: Johns Hopkins University
- 统计学习: Illinois Tech
- Regression Modeling Fundamentals: SAS
