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
University of Toronto
您将获得的技能: 探索性数据分析, 信息学, 生物技术, 网络分析, 技术交流, 数据收集, 数据分析, 生命科学, 数据挖掘, 数据处理, 生物统计学, 数据库, 分子生物学, 生物信息学, 数据综合, 统计方法, 结构分析, 分析, 细胞生物学, 数据可视化软件
DeepLearning.AI
您将获得的技能: 统计分析, 探索性数据分析, 数据科学, 统计机器学习, 抽样（统计）, 概率分布, 描述性统计, 贝叶斯统计, 概率, 统计可视化, 统计推理, 统计假设检验, A/B 测试, 统计建模, 概率与统计
University of Colorado Boulder
您将获得的技能: 统计分析, 数据建模, 预测建模, 机器学习, 数据科学, 实验, 数据伦理, 数据分析, R 程序设计, 回归分析, 研究设计, 统计推理, Model Evaluation, 数学建模, 统计假设检验, A/B 测试, 统计建模, 概率与统计, 统计方法, 模型评估, 定量研究
您将获得的技能: Bayesian Statistics, A/B Testing, Microsoft Excel, Statistical Machine Learning, Statistical Modeling, Predictive Analytics, Business Analytics, Data Analysis, Probability & Statistics, Decision Making, Health Informatics, Statistical Programming, Markov Model
Corporate Finance Institute
您将获得的技能: Regression Analysis, Statistical Modeling, Statistical Analysis, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Microsoft Excel, Linear Algebra, Model Evaluation, Supervised Learning, Exploratory Data Analysis
University of Pittsburgh
您将获得的技能: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms
University of Michigan
您将获得的技能: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Data Science, Decision Tree Learning, Statistical Methods, Artificial Neural Networks, Statistical Analysis, Statistical Machine Learning, Regression Analysis, Predictive Modeling, Classification Algorithms, Supervised Learning, R Programming, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning, Random Forest Algorithm
您将获得的技能: Jupyter, 统计分析, 数据可视化, 数据科学, 相关性分析, 描述性统计, 数据分析, 概率分布, 回归分析, 统计假设检验, 概率与统计, 统计资料, Matplotlib, 统计编程, Pandas（Python 软件包）, 数据可视化软件
University of Colorado Boulder
您将获得的技能: 统计分析, 概率分布, 数据分析, 概率, 概率与统计, 统计资料, 统计方法
IIMA - IIM Ahmedabad
您将获得的技能: 数据科学, 抽样（统计）, 描述性统计, 概率分布, 数据分析, 数据扫盲, 估算, 概率, 统计可视化, 统计推理, 统计假设检验, 统计资料, 概率与统计, 统计方法, 样本量的确定
University of Pittsburgh
您将获得的技能: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
总之，以下是 10 最受欢迎的 biostatistics 课程
- 植物生物信息学方法: University of Toronto
- 机器学习和数据科学的概率与统计: DeepLearning.AI
- 数据科学应用统计建模: University of Colorado Boulder
- Bayesian Statistics: Excel to Python A/B Testing: EDUCBA
- Regression Analysis - Fundamentals & Practical Applications: Corporate Finance Institute
- Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
- Statistics with Python Using NumPy, Pandas, and SciPy: University of Michigan
- Statistical Learning for Data Science: University of Colorado Boulder
- 使用 Python 进行数据科学统计: IBM
- Data Science 和 AI 的概率基础: University of Colorado Boulder
